【百战程序员】Python全栈工程师
总计: 185 个文件夹, 3328 个文件https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 【百战程序员】Python全栈工程师
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 10、Flask百战电商后台项目
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 100：(前端)分类管理分类数据的显示.mp4 (39.00MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 101：(前端)分类管理分类数据请求优化.mp4 (24.46MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 102：(前端)分类管理增加窗口显示.mp4 (55.23MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 103：(前端)分类管理增加属性.mp4 (23.10MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 104：(前端)分类管理增加优化.mp4 (18.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 105：(前端)分类管理属性值显示.mp4 (37.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 106：(前端)分类管理显示增加值tag.mp4 (59.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 107：(前端)分类管理增加值实现.mp4 (31.48MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 108：(前端)分类管理删除值实现.mp4 (18.98MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 109：(后端)商品管理Model创建.mp4 (60.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：(后端)响应信息优化.mp4 (25.47MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 110：(后端)商品管理数据的填充.mp4 (20.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 111：(前端)商品管理页面布局.mp4 (35.45MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 112：(后端)商品管理商品列表接口实现.mp4 (18.38MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 113：(前端)商品管理商品列表展示.mp4 (15.12MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 114：(前端)商品管理商品搜索.mp4 (14.07MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 115：(后端)商品管理删除接口实现.mp4 (20.47MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 116：(前端)商品管理删除实现.mp4 (36.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 117：(前端)商品管理增加商品布局.mp4 (33.96MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 118：(前端)商品管理setps与tab绑定显示.mp4 (32.09MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 119：(前端)商品管理增加基本信息布局.mp4 (49.87MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：(后端)VSCode配置项目环境.mp4 (7.37MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 120：(前端)商品管理增加基本信息优化.mp4 (27.83MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 121：(前端)商品管理增加静态参数显示.mp4 (30.18MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 122：(前端)商品管理增加动态参数显示.mp4 (60.18MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 123：(后端)图片上传接口实现.mp4 (60.89MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 124：(前端)上传商品图片.mp4 (17.49MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 125：(前端)删除上传图片.mp4 (28.42MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 126：(前端)上传图片的预览.mp4 (23.78MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 127：(前端)富文本的使用.mp4 (38.36MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 128：(前端)增加商品前数据处理.mp4 (52.99MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 129：(后端)商品model添加.mp4 (37.04MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：(后端)token基本原理.mp4 (24.60MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 130：(后端)商品添加接口实现.mp4 (27.89MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 131：(前后端)商品添加前后端结合.mp4 (75.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 132：(后端)订单管理Model与初始化数据.mp4 (61.03MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 133：(后端)订单管理获取订单列表接口实现.mp4 (34.18MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 134：(前端)订单列表布局与显示.mp4 (53.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 135：(前端)订单管理显示物流窗口.mp4 (25.27MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 136：(后端)订单管理物流信息接口编写.mp4 (21.58MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 137：(前端)订单管理显示物流信息.mp4 (26.05MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 138：(前端)数据统计显示图表.mp4 (34.61MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 139：(后端)数据统计接口实现.mp4 (33.23MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：(后端)生成token并验证.mp4 (28.00MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 140：(前端)数据统计获取后台数据显示.mp4 (10.83MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：(后端)登录装饰器.mp4 (42.25MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：(前端)vue-cli脚手架的安装.mp4 (22.29MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：(前端)vue-ui创建项目.mp4 (12.23MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：(前端)vue-cmd创建项目.mp4 (10.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：(前端)插件安装与项目结构的介绍.mp4 (16.22MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：(前端)ES6的规范介绍.mp4 (16.56MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：项目的介绍.mp4 (30.22MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：(前端)vue-cli清理项目结构.mp4 (20.74MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：(前端)创建登录组件.mp4 (20.72MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：(前端)登录组件布局.mp4 (28.14MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：(前端)登录logo的设置.mp4 (14.18MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：(前端)登录form的显示.mp4 (32.36MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：(前端)登录form数据获取与验证.mp4 (33.30MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：(前端)登录预验证与表单重置.mp4 (25.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：(前端)登录操作.mp4 (54.25MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：(前端)登录失败处理.mp4 (7.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：(前端)login_required的编写.mp4 (16.40MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：(后端)VSCode创建Flask基本结构.mp4 (13.17MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：(前端)请求拦截器设置token.mp4 (13.76MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：(前端)响应拦截器设置.mp4 (18.58MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：(前端)主页布局.mp4 (33.44MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：(前端)退出操作与拦截器的测试.mp4 (22.23MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：(后端)菜单model的创建.mp4 (22.37MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：(后端)菜单测试数据填充.mp4 (19.14MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：(后端)菜单接口逻辑实现.mp4 (64.38MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：(前端)菜单的展示.mp4 (57.89MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：(前端)菜单的优化.mp4 (37.70MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：(前端)欢迎页面的设置.mp4 (11.22MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：(后端)数据库参数配置.mp4 (20.38MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：(后端)根据ID获取用户信息.mp4 (31.01MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：(后端)获取用户列表.mp4 (55.46MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：(后端)更新用户信息.mp4 (28.38MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：(后端)删除用户.mp4 (11.26MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：(前端)修改菜单路由地址.mp4 (16.11MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：(前端)菜单选项高亮问题.mp4 (21.99MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：(前端)用户列表布局.mp4 (67.94MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：(前端)用户列表的数据填充.mp4 (23.96MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：(前端)用户列表使用分页.mp4 (39.50MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：(前端)用户查询功能实现.mp4 (25.91MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：(后端)Flask项目增加基本插件.mp4 (18.28MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：(前端)增加用户窗口设置.mp4 (36.36MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：(前端)增加用户表单验证.mp4 (81.03MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：(前端)增加用户表单小bug修复.mp4 (16.58MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：(前端)增加用户功能实现.mp4 (60.64MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：(前端)编辑用户数回显.mp4 (60.96MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：(前端)编辑用户实现.mp4 (28.92MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 56：(前端)删除用户窗口显示.mp4 (25.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 57：(前端)删除用户操作.mp4 (40.35MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 58：(后端)重置密码接口实现.mp4 (20.99MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 59：(前端)重置密码实现.mp4 (31.67MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：(后端)拆分项目结构.mp4 (41.42MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 60：(前端)编写代码严格解决方案.mp4 (33.11MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 61：(前端)权限管理实现.mp4 (46.12MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 62：(后端)获取角色列表接口.mp4 (23.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 63：(后端)增加角色列表接口.mp4 (17.24MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 64：(后端)删除角色接口.mp4 (11.00MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 65：(后端)修改角色接口.mp4 (23.40MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 66：(后端)用户角色权限关系.mp4 (27.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 67：(后端)用户角色名称的显示.mp4 (31.20MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 68：(后端)用户增加与修改角色.mp4 (31.52MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 69：(前端)角色列表布局与展示.mp4 (31.99MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：(后端)模型建立与映射.mp4 (37.41MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 70：(前端)用户分配角色.mp4 (56.28MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 71：(后端)角色接口携带权限数据.mp4 (73.44MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 72：(前端)角色权限的显示.mp4 (28.76MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 73：(前端)角色权限显示的美化.mp4 (35.63MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 74：(后端)删除角色权限接口实现.mp4 (52.46MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 75：(前端)删除角色权限实现.mp4 (48.30MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 76：(前后端)前后端角色删除优化显示.mp4 (15.71MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 77：(后端)角色权限的排序显示.mp4 (14.24MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 78：(前端)分配权限页面显示.mp4 (52.60MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 79：(前端)分配权限数据回显.mp4 (57.24MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：(后端)模型的完善.mp4 (29.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 80：(后端)分配权限接口实现.mp4 (34.08MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 81：(前端)分配权限实现.mp4 (41.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 82：(前端)商品分类介绍与组件配置.mp4 (22.06MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 83：(后端)商品分类model编写与数据初始化.mp4 (29.11MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 84：(后端)商品分类蓝图与增加分类接口实现.mp4 (49.12MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 85：(后端)商品分类查修删接口实现.mp4 (38.36MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 86：(后端)获取商品分类列表树(不分页).mp4 (60.55MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 87：(后端)获取商品分类列表树(分页).mp4 (18.62MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 88：(前端)商品分类TreeTable的显示.mp4 (52.92MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 89：(前端)商品分类显示优化.mp4 (36.31MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：(后端)用户登录操作.mp4 (31.87MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 90：(前端)增加商品分类显示.mp4 (68.74MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 91：(前端)增加商品分类实现.mp4 (64.49MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 92：(后端)分类参数Model创建与初始化.mp4 (44.96MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 93：(后端)分类参数增加接口实现.mp4 (33.82MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 94：(后端)分类参数ID获取接口实现.mp4 (10.06MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 95：(后端)分类参数更新数据接口实现.mp4 (26.20MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 96：(后端)分类参数删除接口实现.mp4 (9.72MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 97：(后端)分类参数获取列表接口实现.mp4 (20.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 98：(前端)分类管理布局显示.mp4 (44.03MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 99：(前端)分类管理分类选项优化.mp4 (40.55MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：(后端)用户注册操作.mp4 (58.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 Flask项目开发.pdf (1.01MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 代码.rar (186.62KB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 11、Python_Tornado 框架
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节1：Tornado
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 代码
│ │ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 tornado_code.7z (1.13MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：Tornado_重定向.mp4 (39.69MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：Tornado_设置静态资源.mp4 (64.43MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：Tornado_使用模板的方式.mp4 (76.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：Tornado_模板语法使用.mp4 (63.21MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：Tornado_模板案例_购物车.mp4 (145.19MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：Tornado_模板继承.mp4 (65.45MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：Tornado_UIModel的使用.mp4 (81.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：Tornado_UIModel的样式.mp4 (38.44MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：Tornado_个人信息案例_环境搭建.mp4 (48.91MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：Tornado_异步操作MYSQL.mp4 (45.20MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：Tornado_框架介绍.mp4 (39.06MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：Tornado_整合aiomysql模块.mp4 (57.21MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：Tornado_个人信息案例_增加数据.mp4 (72.00MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：Tornado_个人信息案例_修改数据.mp4 (103.51MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：Tornado_peewee的介绍与安装.mp4 (19.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：Tornado_peewee创建单表.mp4 (79.88MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：Tornado_peewee建立关联关系.mp4 (67.68MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：Tornado_peewee增加数据.mp4 (44.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：Tornado_peewee_数据查询1.mp4 (33.03MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：Tornado_peewee去除警告.mp4 (8.50MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：Tornado_peewee_数据查询2.mp4 (96.79MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：Tornado_优势.mp4 (25.33MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：Tornado_peewee_数据修改.mp4 (25.45MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：Tornado_peewee_删除数据.mp4 (22.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：Tornado_peewee异步使用.mp4 (47.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：Tornado_wtform介绍.mp4 (24.56MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：Tornado_wtform数据验证.mp4 (144.84MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：Tornado_wtfrom渲染模板.mp4 (104.42MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：wtfrom与peewee结合案例_渲染模板.mp4 (34.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：wtfrom与peewee结合案例_数据的验证.mp4 (37.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：wtfrom与peewee结合案例_peewee保存数据.mp4 (38.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：Tornado_使用注意事项.mp4 (15.83MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：Tornado_第一个程序.mp4 (27.62MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：Tornado_开发技巧与原理.mp4 (22.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：Tornado_参数设置.mp4 (40.51MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：Tornado_URL设置.mp4 (123.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：Tornado_RequestHandler功能函数.mp4 (73.24MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：Tornado_获取请求参数.mp4 (90.99MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 文档.zip (63.07MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节2：Tornado项目
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 代码
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 forum.7z (24.68MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：项目介绍.mp4 (38.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：项目分析_表分析.mp4 (47.65MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：前端环境的搭建.mp4 (30.50MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：后端环境的搭建.mp4 (95.62MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：UserModel的创建.mp4 (72.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：用户注册_表单验证.mp4 (50.85MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：用户注册_增加数据_14_35秒.mp4 (58.26MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：用户注册_前后端交互.mp4 (68.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：跨域访问问题_优化写法.mp4 (25.34MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：发送验证码_邮件工具类封装.mp4 (40.23MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：发送验证码_邮件接口开发.mp4 (62.10MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：发送验证码_验证码保存.mp4 (50.45MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：用户注册_验证码注册.mp4 (39.59MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：用户登录_后端接口开发.mp4 (55.62MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：用户登录_前端登录演示.mp4 (8.96MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：用户登录_生成Token并响应.mp4 (76.29MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：用户登录_token获取用户信息.mp4 (66.47MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 56：用户登录装饰器.mp4 (91.63MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 57：用户信息_初始化.mp4 (27.31MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 58：用户信息_修改表结构.mp4 (25.12MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 59：用户信息_更新信息.mp4 (57.33MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 60：用户信息_上传图像.mp4 (61.89MB)
│
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 129：celery-celery异步任务的配置和task编写.mp4 (30.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 130：celery-异步任务调用.mp4 (19.53MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 131：celery-启动celery和获取任务结果.mp4 (41.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 132：celery-定时任务.mp4 (37.09MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 133：celery-任务绑定.mp4 (28.38MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 134：celery-任务钩子.mp4 (29.20MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 135：celery-任务编排.mp4 (47.99MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 136：celery-celery管理和监控.mp4 (25.54MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 137：DebugToolBar-调试工具栏的使用.mp4 (47.68MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 138：DebugToolBar-工具栏配置.mp4 (38.54MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 83：验证码-简介、常见的验证码.mp4 (19.35MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 84：验证码-实现登录功能.mp4 (32.27MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 85：验证码-生成图片.mp4 (49.35MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 86：验证码-登录页面生成验证码.mp4 (27.99MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 87：验证码-项目中使用验证码.mp4 (35.63MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 88：中间件-默认中间件和如何配置中间件.mp4 (36.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 89：中间件-项目测试process_request方法.mp4 (44.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 90：中间件-项目测试process-response方法.mp4 (22.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 91：中间件-项目测试process-view方法.mp4 (31.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 92：中间件-项目测试process-exception方法.mp4 (25.69MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 93：中间件-项目测试process_template_response.mp4 (39.28MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 94：中间件-示例URL过滤.mp4 (41.34MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 95：Django生命周期.mp4 (29.45MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 96：日志概念及配置.mp4 (20.47MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 97：日志-Loggers配置.mp4 (33.16MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 98：日志-Loggers配置2.mp4 (23.44MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 99：日志-Loggers的简单使用.mp4 (30.58MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节3：Django高级
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 文档pdf
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 REST framework.pdf (6.48MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 富文本DjangoUeditor.pdf (1.31MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 文件上传和下载.pdf (1.15MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 文件云存储.pdf (719.92KB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 邮箱验证和短信验证.pdf (1.01MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 项目开发流程.pdf (1.06MB)
│ │ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 项目部署.pdf (2.37MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 139：前后端分离和前后端不分离.mp4 (24.93MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 140：RESTful设计方法.mp4 (39.58MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 141：RESTframe环境搭建.mp4 (11.57MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 142：创建序列化类.mp4 (34.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 143：序列化测试.mp4 (16.26MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 144：反序列化测试.mp4 (18.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 145：项目实战1.mp4 (17.08MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 146：项目实战2.mp4 (23.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 147：项目实战3.mp4 (21.84MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 148：项目实战4.mp4 (15.16MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 149：项目实战5.mp4 (20.40MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 150：项目实战6.mp4 (9.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 151：关系模型序列化.mp4 (30.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 152：班级信息增删改查操作.mp4 (27.00MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 153：关系模型序列化2.mp4 (26.30MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 154：手动处理关系字段.mp4 (29.19MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 155：请求响应.mp4 (34.41MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 156：函数视图包装器.mp4 (44.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 157：格式后缀.mp4 (12.61MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 158：基于类视图包装器.mp4 (21.65MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 159：基于类视图包装器2.mp4 (34.76MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 160：基于类视图mixins1.mp4 (49.44MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 161：REST framework-JWT介绍和组成.mp4 (28.33MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 162：身份验证和权限.mp4 (26.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 163：数据和用户关联1.mp4 (22.48MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 164：数据和用户关联2.mp4 (18.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 165：数据和用户关联3.mp4 (41.47MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 166：JWT简介.mp4 (29.07MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 167：JWT的使用.mp4 (21.33MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 168：JWT在项目中的使用.mp4 (69.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 169：自定义节流.mp4 (34.78MB)
│ │ ├──
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 267：Git标签_检出与删除标签.mp4 (9.33MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 268：Git工作流_Git Flow是什么.mp4 (29.17MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 269：Git工作流_工作方式示例.mp4 (47.97MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 13、Python_大型电商项目
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：用户模块_数据库表设计.mp4 (17.33MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：用户模块_用户注册功能.mp4 (37.27MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：用户模块_用户注册功能2.mp4 (19.03MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：用户模块_用户登录功能1.mp4 (33.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：用户模块_用户登录功能2mp4.mp4 (30.95MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：用户模块_退出登录功能.mp4 (13.23MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：用户模块_地址管理1.mp4 (46.11MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：用户模块_地址管理2.mp4 (46.15MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：用户模块_地址管理3.mp4 (12.82MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：购物车模块_加入购物车操作.mp4 (88.41MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：商城商品模块数据库设计.mp4 (56.85MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：购物车模块_修改购物车商品数量.mp4 (22.08MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：用户未登录_加入购物车.mp4 (39.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：用户未登录_修改删除购物车商品.mp4 (34.71MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：购物车页面登录功能.mp4 (23.92MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：跳转结算页面.mp4 (63.86MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：结算页面2.mp4 (25.78MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：支付宝支付功能Demo.mp4 (81.48MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：商城支付功能1.mp4 (76.62MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：商品支付功能2.mp4 (30.03MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：项目部署1.mp4 (46.37MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：商品模块_加载数据.mp4 (36.92MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：项目部署2.mp4 (52.05MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：项目部署3.mp4 (45.78MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：项目部署4.mp4 (51.84MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：【插播】包含FrameSet模板嵌套.mp4 (61.98MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：商品首页嵌套模板.mp4 (26.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：商品首页数据动态展示.mp4 (35.83MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：商品首页添加分页功能.mp4 (37.08MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：商品详情功能1.mp4 (33.58MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：商品详情功能2.mp4 (41.31MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：商品模块_猜你喜欢功能.mp4 (49.45MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 14、自动化操作办公软件、邮件、定时任务等
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 文档
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 Python办公自动化.pdf (1.10MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：多个excel合并1个excel中多个sheet.mp4 (21.91MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：生成excel工资条.mp4 (35.24MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：隔行变色.mp4 (24.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：快速统计加班时间.mp4 (44.51MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：快速查excel重复数据.mp4 (36.88MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：身份证号提取信息.mp4 (53.87MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：word的基本操作.mp4 (140.35MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：设置word样式.mp4 (92.40MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：生成通知书.mp4 (44.14MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：读取word文档.mp4 (8.74MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：xlwt创建Excel并写数据.mp4 (34.51MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：通过模板生成文档.mp4 (60.66MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：word转换pdf.mp4 (24.97MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：读取pdf内容.mp4 (28.82MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：合并pdf文件.mp4 (18.71MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：拆分pdf文件.mp4 (15.26MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：加密pdf文件.mp4 (14.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：创建ppt与基本操作.mp4 (84.60MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：ppt增加图片.mp4 (17.20MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：ppt增加流程图.mp4 (64.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：ppt绘制条图.mp4 (36.52MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：xlrd读取Excel数据.mp4 (33.76MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：ppt绘图图表样式.mp4 (72.40MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：ppt绘制折线图与饼图.mp4 (53.65MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：发送普通邮件.mp4 (43.64MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：发送HTML邮件.mp4 (26.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：发送附件邮件.mp4 (26.88MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：批量发送邮件(工资条).mp4 (69.61MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：zmail的使用.mp4 (65.73MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：windows定时任务.mp4 (37.84MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：linux或os定时任务.mp4 (39.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：发送钉钉普通消息.mp4 (55.58MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：xlutils修改Excel数据.mp4 (16.89MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：发送钉钉卡片消息.mp4 (54.91MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：压缩文件的操作.mp4 (90.45MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：压缩包密码破解.mp4 (58.40MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：xlwt设置样式.mp4 (82.93MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：数据的汇总案例.mp4 (53.08MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：表格的拆分.mp4 (42.94MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：openpyxl读取数据.mp4 (70.47MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：openpyxl创建excel.mp4 (163.88MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：多个excel合并1个excel中1个sheet.mp4 (54.56MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 代码.rar (1.61MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 15、Python 爬虫开发
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节1：爬虫基础
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：代理的使用.mp4 (55.61MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：cookie的使用.mp4 (57.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：cookie的文件保存与使用.mp4 (22.43MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：urlerror的使用.mp4 (16.98MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：requests的使用.mp4 (47.72MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：re的使用.mp4 (66.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：re提取腾讯新闻数据.mp4 (77.88MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：bs4的使用1.mp4 (52.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：bs4的使用2.mp4 (30.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：pyquery的使用.mp4 (68.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：爬虫的介绍.mp4 (68.49MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：xpath的使用.mp4 (95.57MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：json的使用.mp4 (29.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：jsonpath的使用.mp4 (39.05MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：猫眼电影需求分析.mp4 (19.99MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：猫眼电影bs4获取单电影信息.mp4 (98.54MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：猫眼电影bs4获取多电影信息.mp4 (62.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：猫眼电影bs4代码优化.mp4 (33.99MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：猫眼电影pyquery的使用.mp4 (35.03MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：猫眼电影xpath的使用.mp4 (43.27MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：猫眼电影re的使用.mp4 (114.83MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：第一个爬虫程序.mp4 (47.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：爬虫多线程的使用.mp4 (107.27MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：爬虫多进程的使用.mp4 (49.11MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：爬虫协程的使用.mp4 (52.62MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：selenium的安装与配置.mp4 (50.93MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：selenium的浏览器操作.mp4 (33.65MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：selenium定位元素.mp4 (103.09MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：selenium多层窗口的定位.mp4 (32.89MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：selenium下拉框处理方式.mp4 (28.65MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：selenium处理弹窗.mp4 (23.09MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：selenium中js处理滚动条.mp4 (66.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：请求响应对象的使用.mp4 (13.08MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：selenium的等待使用.mp4 (81.18MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：selenium拖拽元素.mp4 (35.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：selenium参数的设置.mp4 (68.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：selenium获取虎牙直播.mp4 (126.19MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：Request对象与动态UA的使用.mp4 (39.06MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：Get请求的使用.mp4 (102.49MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：58同城车辆练习.mp4 (44.81MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：Post请求的使用.mp4 (23.31MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：动态页面的数据获取.mp4 (69.36MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：opener的使用.mp4 (21.22MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 新建文本文档.txt (502.00B)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节2：scrapy框架使用
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：scrapy介绍与安装.mp4 (46.18MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：scrapy的基本使用.mp4 (52.90MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：scrapy的数据提取.mp4 (61.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：scrapy的调试方式.mp4 (52.56MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：scrapy的数据保存.mp4 (47.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：scrapy中pipeline的使用.mp4 (60.28MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：scrapy中ImgPipeline的使用.mp4 (63.66MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：scrapy自定义ImgPipeline.mp4 (87.16MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：scrapy中settings的使用.mp4 (52.90MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：scrapy获取小说信息.mp4 (83.16MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：scrapy获取小说信息2.mp4 (45.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：scrapy中crawlspider的使用.mp4 (89.53MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 56：scrapy中Reuqest对象使用.mp4 (110.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 57：scrapy中FormRequest对象.mp4 (37.09MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 58：scrapy中下载中间件修改UA.mp4 (110.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 59：scrapy下载中间件设置代理.mp4 (41.65MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 60：scrapy与selenium结合.mp4 (78.53MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 61：MongoDB介绍.mp4 (45.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 62：windows安装MongoDB.mp4 (74.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 63：windows启动MongoDB的脚本.mp4 (24.65MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 64：linux安装MongoDB.mp4 (52.50MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 65：Mongo图形界面安装与基本概念.mp4 (19.94MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 66：Mongo数据库实例与集合的操作.mp4 (22.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 67：Mongo的文档操作.mp4 (38.33MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 68：Mongo数据查询操作.mp4 (43.28MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 69：Mongo管道的使用.mp4 (54.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 70：Mongo索引的使用.mp4 (27.59MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 71：Python操作Mongo.mp4 (53.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 72：Scrapy数据保存Mongo.mp4 (80.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 73：Scrapy数据保存MySQL.mp4 (28.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 74：Scrapy多数据库保存处理.mp4 (52.63MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 75：Scrapy案例.mp4 (153.04MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 76：爬虫的分布式思想.mp4 (26.87MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 77：爬虫分布式搭建Main端配置.mp4 (40.48MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 78：爬虫分布式搭建Slave端配置.mp4 (49.49MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 79：分布式1写法与部署.mp4 (125.92MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 80：分布式2写法与部署.mp4 (44.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 81：分布式3写法与部署.mp4 (31.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 82：Redis数据导出到Mongo.mp4 (34.65MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 新建文本文档.txt (555.00B)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节3：爬虫反反爬
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 100：滑动验证码_思路.mp4 (21.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 101：滑动验证码_保存图片.mp4 (89.87MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 102：滑动验证码_获取滑动距离.mp4 (119.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 103：滑动验证码_移动轨迹生成.mp4 (78.01MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 104：滑动验证码_拖拽按钮.mp4 (71.91MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 105：IP代理池_概念与设计.mp4 (20.20MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 106：IP代理池_日志模块与请求模块.mp4 (49.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 107：IP代理池_数据库模块.mp4 (73.24MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 108：IP代理池_代理IP验证.mp4 (41.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 109：IP代理池_下载代理IP.mp4 (77.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 110：IP代理池_调度器.mp4 (57.47MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 111：IP代理池_API接口.mp4 (82.38MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 112：scrapyd部署项目.mp4 (131.22MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 83：反爬与反反爬方案.mp4 (152.35MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 84：splash介绍与安装.mp4 (78.08MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 85：splash与requests的结合使用.mp4 (124.36MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 86：splash与scrapy的结合使用.mp4 (90.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 87：验证码识别.mp4 (72.98MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 88：验证码登录1.mp4 (49.97MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 89：验证码登录2.mp4 (77.30MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 90：Chrome抓包分析JS数据源.mp4 (157.74MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 91：JS逆向的操作思路.mp4 (88.04MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 92：Python执行JS代码.mp4 (33.05MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 93：JS逆向生成加密数据1.mp4 (85.76MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 94：JS逆向生成加密数据2.mp4 (155.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 95：JS逆向生成密码数据3.mp4 (103.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 96：常见的加密使用_BASE64_MD5.mp4 (33.51MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 97：常见的加密使用_DES_AES.mp4 (74.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 98：常见的加密使用_RSA.mp4 (101.66MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 99：Python使用Node.mp4 (36.94MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节4：移动端爬虫开发
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 113：移动爬虫开发介绍与Fiddler安装.mp4 (83.10MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 114：夜神模拟器下载与安装.mp4 (39.98MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 115：夜神模拟配置.mp4 (23.03MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 116：移动爬虫抓包方式开发实战.mp4 (144.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 117：AndroidSDK安装与配置.mp4 (96.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 118：Appium安装与控制移动端设备.mp4 (62.79MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 119：Python操作Appium.mp4 (68.26MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 120：Appium实战操作_基础.mp4 (97.48MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 121：Appium实战操作_获取完整列表.mp4 (91.73MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 122：Appium实战操作_自动等待设置.mp4 (42.11MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节5：docker容器扩展
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 文档
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 Docker技术应用与实战(1).pdf (12.43MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 Docker技术应用与实战.xmind (114.14KB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 源码
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 123：Docker简介.mp4 (6.84MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 124：什么是Docker.mp4 (12.44MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 125：为什么要使用Docker.mp4 (13.60MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 126：虚拟化与Docker.mp4 (19.97MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 127：Docker的核心概念.mp4 (21.30MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 128：Docker安装.mp4 (14.87MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 129：Docker核心命令_镜像命令.mp4 (22.30MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 130：Docker核心命令_容器命令.mp4 (46.18MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 131：Docker核心命令_其他命令.mp4 (15.42MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 132：Docker实战_Mysql数据库.mp4 (14.47MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 133：Docker数据管理_什么是数据卷.mp4 (16.80MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 134：Docker数据管理_配置数据卷.mp4 (14.33MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 135：Docker数据管理_容器数据卷Volume.mp4 (25.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 136：Docker实战_Mysql数据持久化.mp4 (25.86MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 137：Dockerfile完全指南_什么是Dockerfile.mp4 (19.93MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 138：Dockerfile完全指南_构建镜像.mp4 (15.71MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 139：Dockerfile完全指南_常见的13种指令上.mp4 (35.10MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 140：Dockerfile完全指南_常见的13种指令下.mp4 (31.36MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 141：Dockerfile完全指南_CMD和ENTRYPOINT的区别.mp4 (12.00MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 142：Dockerfile综合案例_构建Tomcat镜像.mp4 (32.84MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 143：Dockerfile网络管理_Docker0详解.mp4 (29.89MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 144：Dockerfile网络管理_容器互联.mp4 (27.14MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 145：Dockerfile网络管理_四种网络模式.mp4 (15.28MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 146：Docker网络管理_自定义网络.mp4 (33.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 147：Docker公有云_Docker为什么推送镜像到远程仓库.mp4 (13.44MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 148：Docker公有云_发布镜像到DockerHub.mp4 (18.47MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 149：Docker公有云_发布镜像到阿里云.mp4 (23.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 150：Docker核心技术_基础架构.mp4 (7.29MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 151：Docker核心技术_联合文件.mp4 (16.39MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 16、算法与数据结构
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：哈希表的基本结构.mp4 (49.72MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：哈希表冲突问题.mp4 (69.44MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：哈希表冲突问题2.mp4 (66.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：哈希扩容.mp4 (102.10MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：递归与栈.mp4 (46.50MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：线性查找.mp4 (52.85MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：二分查找.mp4 (47.80MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：冒泡排序.mp4 (48.69MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：选择排序.mp4 (39.51MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：插入排序.mp4 (28.72MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：数据结构与算法简介.mp4 (32.09MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：归并排序.mp4 (77.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：快速排序.mp4 (33.48MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：树结构.mp4 (88.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：树结构的遍历.mp4 (56.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：最大堆的增加操作.mp4 (41.09MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：最大堆的删除操作.mp4 (41.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：二叉树的查找.mp4 (92.11MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：二叉树获取最小值.mp4 (23.19MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：二叉树的添加.mp4 (66.70MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：二叉树的删除.mp4 (110.17MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：大O表示法.mp4 (23.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：线性结构.mp4 (47.60MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：单线链表1.mp4 (61.59MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：单链表2.mp4 (202.48MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：双链表.mp4 (94.85MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：队列(链式).mp4 (67.84MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：队列(线式).mp4 (28.25MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：栈与双端队列.mp4 (25.72MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 代码.zip (14.44KB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 资料.zip (4.80MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 17、数据分析-数学知识
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：高阶导数_导数判断单调性_导数与极值.mp4 (14.99MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：导数判断凹凸性_导数用于泰勒展开.mp4 (30.88MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：向量的意义_n维欧式空间空间.mp4 (15.04MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：行向量列向量_转置_数乘_加减乘除.mp4 (13.86MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：向量的内积_向量运算法则.mp4 (14.05MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：学习向量计算的用途举例.mp4 (16.48MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：向量的范数_范数与正则项的关系.mp4 (23.04MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：特殊的向量.mp4 (18.99MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：矩阵_方阵_对称阵_单位阵_对角阵.mp4 (13.17MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：矩阵的运算_加减法_转置.mp4 (17.01MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：人工智能学习数学的必要性_微积分知识点.mp4 (18.64MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：矩阵相乘.mp4 (13.93MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：矩阵的逆矩阵.mp4 (26.98MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：矩阵的行列式.mp4 (14.35MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：多元函数求偏导.mp4 (16.09MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：高阶偏导数_梯度.mp4 (19.48MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：雅可比矩阵_在神经网络中应用.mp4 (25.64MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：Hessian矩阵.mp4 (22.14MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：二次型.mp4 (18.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：补充关于正定负定的理解.mp4 (12.79MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：特征值和特征向量(1).mp4 (19.05MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：线性代数_概率论知识点.mp4 (16.93MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：特征值和特征向量(2).mp4 (17.67MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：特征值分解.mp4 (25.62MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：多元函数的泰勒展开_矩阵和向量的求导.mp4 (29.87MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：奇异值分解定义.mp4 (16.15MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：求解奇异值分解中的UΣV矩阵.mp4 (33.41MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：奇异值分解性质_数据压缩.mp4 (23.00MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：SVD用于PCA降维.mp4 (17.33MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：SVD用于协同过滤_求逆矩阵.mp4 (23.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：概率论_随机事件与随机事件概率.mp4 (13.82MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：条件概率_贝叶斯公式.mp4 (21.58MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：最优化知识_数学内容学习重点.mp4 (25.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：随机变量.mp4 (16.82MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：数学期望和方差.mp4 (15.92MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：常用随机变量服从的分布.mp4 (14.93MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：随机向量_独立性_协方差_随机向量的正太分布.mp4 (22.45MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：最大似然估计思想.mp4 (16.38MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：最优化的基本概念.mp4 (23.63MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：迭代求解的原因.mp4 (12.70MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：梯度下降法思路.mp4 (19.03MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：梯度下降法的推导.mp4 (30.74MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：牛顿法公式推导以及优缺点.mp4 (28.44MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：导数的定义_左导数和右导数.mp4 (19.81MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：坐标下降法_数值优化面临的问题.mp4 (16.69MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：凸集.mp4 (13.82MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：凸函数.mp4 (12.12MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：凸优化的性质_一般表达形式.mp4 (14.51MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：拉格朗日函数.mp4 (19.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：导学-统计学介绍.mp4 (14.53MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 56：数据和变量.mp4 (21.47MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 57：描述统计概述.mp4 (13.92MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 58：分类变量的描述.mp4 (17.21MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 59：等距数值变量的描述.mp4 (19.97MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：导数的几何意义和物理意义.mp4 (9.95MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 60：等比数值变量的描述.mp4 (8.78MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 61：总体与样本.mp4 (15.50MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 62：统计量、抽样分布的概念.mp4 (12.37MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 63：三个常用的抽样分布.mp4 (17.64MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 64：样本均值与样本方差的分布.mp4 (12.24MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 65：点估计.mp4 (17.87MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 66：区间估计.mp4 (12.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 67：求置信区间的步骤.mp4 (9.49MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 68：正态总体均值的置信区间（方差已知）.mp4 (11.15MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 69：正态总体均值的置信区间(方差未知).mp4 (7.91MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：常见函数的求导公式.mp4 (15.46MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 70：正态总体方差的置信区间(总体均值未知).mp4 (8.84MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 71：两正态总体均值差的置信区间(两个方差已知).mp4 (10.71MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 72：两正态总体均值差的置信区间(方差不等且未知).mp4 (15.08MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 73：假设检验介绍.mp4 (17.93MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 74：小概率事件与假设检验基本原理.mp4 (20.18MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 75：假设检测的步骤.mp4 (12.92MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 76：单样本Z检验.mp4 (20.98MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 77：单样本t检验.mp4 (12.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 78：两个独立样本的Z检验.mp4 (13.82MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 79：两个独立样本的t检验(方差未知且相等).mp4 (12.58MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：导数求解的四则运算法则.mp4 (18.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 80：两个独立样本的t检验(方差未知且不等).mp4 (15.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 81：配对t检验.mp4 (12.51MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 82：卡方检验.mp4 (11.35MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 83：F检验.mp4 (7.55MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 84：z检验, t检验, 卡方检验, F检验的前提条件.mp4 (21.36MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 85：方差分析的核心.mp4 (14.74MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 86：单因素方差分析的前提条件.mp4 (9.75MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 87：单因素方差分析.mp4 (27.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 88：多重比较.mp4 (8.59MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：复合函数求导法则.mp4 (11.57MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：推导激活函数的导函数.mp4 (23.03MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 18、数据分析-数据可视化
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节1：Anaconda环境搭建
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：JupyterNotebook与VSCode结合使用.mp4 (27.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：Anaconda的介绍与安装.mp4 (36.87MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：Anacond虚拟环境的使用.mp4 (42.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：Anaconda与VSCode结合.mp4 (13.48MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：Anaconda包管理器的使用.mp4 (17.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：IPython的使用.mp4 (21.61MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：JupyterNotebook_介绍与安装.mp4 (38.68MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：JupyterNotebook_修改工作目录.mp4 (18.11MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：JupyterNotebook_操作文件.mp4 (22.83MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：JupyterNotebook_单元格的使用.mp4 (32.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节2：matplotlib
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 文档pdf
│ │ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 Matplotlib的使用.pdf (3.24MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：matplotlib绘制两点直线.mp4 (27.13MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：matplotlib绘制折线图.mp4 (21.06MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：matplotlib设置风格.mp4 (21.56MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：matplotlib绘制一周内温度变化.mp4 (45.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：matplotlib绘制曲线.mp4 (18.86MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：matplotlib绘制正弦和余弦曲线.mp4 (18.42MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：matplotlib画布分区.mp4 (24.63MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：matplotlib画布分区2.mp4 (20.41MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：matplotlib绘制散点图.mp4 (27.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：matplotlib绘制不同种类的线.mp4 (27.42MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：matplotlib绘制条形图.mp4 (21.87MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：matplotlib绘制条形图2.mp4 (32.98MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：matplotlib绘制带方差的条形图.mp4 (31.58MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：条形图实例三天三部电影票房.mp4 (47.68MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：条形图的修饰.mp4 (23.05MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：matplotlib绘制饼图.mp4 (33.11MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：matplotlib绘制直方图.mp4 (32.97MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：matplotlib绘制盒图.mp4 (34.06MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：matplotlib绘制三维图.mp4 (23.90MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 代码.zip (40.26KB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 新建文本文档.txt (604.00B)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节3：Seaborn
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 文档pdf
│ │ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 Seaborn的使用.pdf (4.47MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 资料
│ │ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 seaborn-data.rar (4.38MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：seaborn介绍.mp4 (15.63MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：seaborn风格设置.mp4 (40.41MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：seaborn图像风格管理.mp4 (30.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：seaborn调色板.mp4 (43.19MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：seaborn调色板的使用.mp4 (31.40MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：seaborn绘制直方图.mp4 (18.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：seaborn加载数据.mp4 (24.46MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：seaborn绘制条形图.mp4 (15.27MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：seaborn绘制盒图.mp4 (14.87MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：seaborn绘制小提琴图.mp4 (17.16MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：seaborn绘制分布散点图和分簇散点图.mp4 (20.46MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：seaborn绘制散点图.mp4 (20.44MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：seaborn绘制双轴密度图.mp4 (18.01MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：seaborn绘制联合图.mp4 (24.24MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：seaborn绘制点图.mp4 (23.65MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：seaborn绘制热力图.mp4 (39.13MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：seaborn绘制散布图矩阵.mp4 (43.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：seaborn绘制线型图.mp4 (20.81MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：seaborn绘制线性回归图.mp4 (14.35MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：seaborn中catplot绘制网格图.mp4 (24.27MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：seaborn中FacetGrid绘制网格图.mp4 (68.57MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 代码.zip (2.28MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 新建文本文档.txt (505.00B)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节4：pyecharts
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 代码
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 pyecharts_code.zip (13.37KB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：pyecharts的初始.mp4 (52.14MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：pyecharts的参数认识1.mp4 (55.07MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：pyecharts的参数认识2.mp4 (49.33MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：条图&直方图的绘制.mp4 (39.52MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：线图&面积图的绘制.mp4 (63.42MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 56：饼图的绘制.mp4 (37.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 57：散点的绘制.mp4 (19.38MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 58：箱图的绘制.mp4 (18.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 59：热力图的绘制.mp4 (19.09MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 60：涟漪散点图的绘制.mp4 (9.83MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 61：K线图的绘制.mp4 (17.56MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 62：漏斗图的绘制.mp4 (11.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 63：词云图的绘制.mp4 (12.18MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 64：雷达图的绘制.mp4 (24.46MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 65：地图的绘制.mp4 (35.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 66：坐标图的绘制.mp4 (49.81MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 67：组合图的绘制.mp4 (58.11MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 68：时间线图的绘制.mp4 (19.64MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 69：pyecharts整合Flask.mp4 (70.76MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 PyEcharts的使用.pdf (1.76MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 文档地址.txt (106.00B)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 19、数据分析-数据管理
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节1：numpy
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：创建单位矩阵.mp4 (6.37MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：linspace函数创建等差数列.mp4 (11.25MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：logspace函数创建等比数列.mp4 (12.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：一维数组索引和切片.mp4 (17.49MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：二维数组的切片和索引.mp4 (34.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：改变数组维度.mp4 (20.92MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：concatenate实现数组拼接.mp4 (25.72MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：hstack、vstack和dstack的使用.mp4 (35.04MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：数组的转置.mp4 (26.61MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：数组的分隔.mp4 (27.93MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：numpy简介和模块安装.mp4 (13.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：数学函数1.mp4 (19.79MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：数学函数2.mp4 (29.87MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：算术函数.mp4 (24.07MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：统计函数.mp4 (32.62MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：其他常用函数1.mp4 (23.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：其他常用函数2.mp4 (25.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：其他常用函数3.mp4 (16.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：数组排序.mp4 (25.69MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：numpy广播机制.mp4 (18.93MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：numpy比较掩码.mp4 (13.11MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：array函数创建数组.mp4 (14.37MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：魔法命令time.mp4 (14.01MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：魔法命令timeit.mp4 (25.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：魔法命令writefile和run.mp4 (9.60MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：魔法命令memit.mp4 (10.15MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：魔法命令mprun.mp4 (21.49MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：arange函数创建数组.mp4 (13.06MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：随机数创建数组.mp4 (29.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：ndarray对象属性.mp4 (16.69MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：zeros函数创建数组.mp4 (13.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：ones函数创建数组.mp4 (14.50MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：empty函数创建数组.mp4 (18.32MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：full函数创建数组.mp4 (12.92MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节2：Pandas
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：pandas介绍与环境安装.mp4 (13.88MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：Series对象创建.mp4 (32.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：DataFrame对象创建.mp4 (26.44MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：Pandas中Index对象.mp4 (13.34MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：Pandas导入Excel文件.mp4 (25.58MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：Pandas导入csv文件.mp4 (20.47MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：Pandas导入txt文件.mp4 (15.33MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：Pandas读取数据库中数据.mp4 (31.79MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：Pandas保存数据到外部文件.mp4 (31.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：Pandas保存数据到数据库.mp4 (30.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：了解数据.mp4 (30.86MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：列操作修改变量列.mp4 (26.99MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：列操作筛选变量列.mp4 (15.45MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：列操作删除变量列.mp4 (15.36MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：列操作添加变量列.mp4 (9.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：数据类型转换.mp4 (35.30MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：索引操作建立索引.mp4 (23.56MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：索引操作指定列为索引列.mp4 (17.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：索引操作还原索引列.mp4 (12.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：索引操作引用和修改索引.mp4 (29.04MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：索引操作更新索引.mp4 (16.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 56：Series对象索引和切片.mp4 (34.26MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 57：DataFrame对象列的选择.mp4 (36.17MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 58：DataFrame对象行的选择.mp4 (55.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 59：Pandas_isin()选择.mp4 (35.62MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 60：Pandas_query()的使用.mp4 (34.43MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 61：Pandas_排序.mp4 (38.97MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 62：Pandas_计算新变量.mp4 (56.62MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 63：Pandas修改替换变量的值.mp4 (47.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 64：Pandas指定数值范围替换.mp4 (37.08MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 65：Pandas生成虚拟变量.mp4 (21.05MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 66：Pandas数值变量分段.mp4 (24.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 67：Pandas数据分组.mp4 (28.31MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 68：Pandas分组汇总.mp4 (22.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 69：Pandas长宽格式转换.mp4 (21.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 69：pyecharts整合Flask.mp4 (70.76MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 70：Pandas数据纵向合并.mp4 (21.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 71：Pandas数据横向合并.mp4 (37.75MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 72：Pandas中concat命令.mp4 (38.81MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 73：Pandas中认识缺值和查看缺失值.mp4 (36.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 74：Pandas填充缺失值.mp4 (27.37MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 75：Pandas删除缺失值.mp4 (14.17MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 76：Pandas数据查重.mp4 (35.76MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 77：Pandas日期时间变量.mp4 (14.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 78：Pandas时间转换.mp4 (25.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 79：Pandas时间索引.mp4 (43.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 80：Pandas时间序列的使用.mp4 (46.66MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 81：Pandas数据特征分析.mp4 (22.33MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 82：Pandas数据交叉表.mp4 (34.38MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 83：Pandas数据图形展示.mp4 (37.46MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 84：Pandas绘制条形图和直方图.mp4 (29.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 85：Pandas绘制饼图_箱图_散点图.mp4 (20.16MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 86：如何优化Pandas.mp4 (10.15MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 87：Pandas时间记录工具.mp4 (34.34MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 88：Pandas超大文件的处理.mp4 (42.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 89：Pandas代码优化.mp4 (25.16MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 90：Pandas代码多列运算优化.mp4 (24.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 91：Pandas加速外挂.mp4 (20.23MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 新建文本文档.txt (349.00B)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节3：数据分析案例_案例1_足球运动员分析
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 100：足球运动员数是否与出生日期相关.mp4 (26.18MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 101：相关性分析.mp4 (14.92MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 102：与评分相关性强的指标有哪些.mp4 (22.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 103：年龄与评分相关性分析.mp4 (33.03MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 92：加载数据及数据集介绍.mp4 (31.69MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 93：处理缺失值.mp4 (22.80MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 94：异常值处理.mp4 (13.67MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 95：重复值处理.mp4 (21.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 96：身高体重数据处理.mp4 (27.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 97：身高体重评分数据分布.mp4 (18.86MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 98：足球运动员左脚右脚使用分析.mp4 (20.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 99：俱乐部球员评分分析.mp4 (29.06MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 章节3：数据分析案例_案例1_足球运动员分析.7z (2.80MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节4：数据分析案例_案例2_电影数据分析
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 104：电影数据集介绍.mp4 (16.99MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 105：加载数据.mp4 (33.15MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 106：电影数据探索和清洗.mp4 (22.65MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 107：评分最多的电影.mp4 (18.18MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 108：评分最高的电影.mp4 (30.17MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 109：不同年龄组对电影评分分析.mp4 (21.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 110：不同年龄分段对某部电影的评分分析.mp4 (22.61MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 章节4：数据分析案例_案例2_电影数据分析.zip (11.05MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节5：数据分析案例_案例3_机场延迟分析
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 111：加载数据.mp4 (14.78MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 112：数据探索和清洗.mp4 (19.80MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 113：起飞到达延迟总体状况分析.mp4 (21.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 114：机场起飞到达延迟数分析.mp4 (28.97MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 115：机场延迟所在百分比分析.mp4 (23.73MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 章节5：数据分析案例_案例3_机场延迟分析.7z (7.55MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1、Python入门
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节1：Python入门
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 python基础相关资料
│ │ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 文档和源码
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 01_python入门.pdf (9.77MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 02_编程的基本概念.pdf (3.42MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 03_字符串.pdf (1.57MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 04_序列.pdf (2.56MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 05_控制语句.pdf (2.07MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 06_函数用法和底层分析.pdf (5.57MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 07_面向对象基础.pdf (6.37MB)
│ │ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 08_面向对象进阶.pdf (2.60MB)
│ │ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 关于源码.txt (114.00B)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1.txt (203.00B)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531714298802227.png (57.48KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531714350799428.png (11.02KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：python是什么_应用范围.mp4 (24.99MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：正确的学习方法.mp4 (40.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：python的安装和第一行python程序.mp4 (26.53MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：IDLE开发环境介绍_交互模式_python源文件.mp4 (26.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：Pycharm开发环境的使用详解.mp4 (29.88MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：Python程序格式_缩进_行注释_段注释.mp4 (18.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：简单错误如何处理.mp4 (13.92MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：海龟绘图_坐标系问题_画笔各种方法.mp4 (24.27MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：海龟绘图_绘制奥运五环_最好的老师是谁？.mp4 (25.40MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节2：编程基本概念
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1.txt (530.00B)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：python程序的构成.mp4 (23.40MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：对象的基本组成和内存示意图.mp4 (21.48MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：引用的本质_栈内存和堆内存_内存示意图.mp4 (9.36MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：标识符_帮助系统简单使用_命名规则.mp4 (22.43MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：变量的声明_初始化_垃圾回收机制.mp4 (16.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531714449702529.png (20.76KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531722591639344.png (27.56KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531722615179968.png (17.83KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：常量_链式赋值_系列解包赋值.mp4 (19.34MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：内置数据类型_基本算术运算符.mp4 (24.90MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：整数_不同进制_其他类型转成整数.mp4 (20.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：浮点数_自动转换_强制转换_增强赋值运算符.mp4 (18.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：时间的表示_unix时间点_毫秒微妙_time模块.mp4 (16.86MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：多点坐标_绘制折线图_计算两点距离.mp4 (18.53MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：布尔值本质_逻辑运算符_位运算符_比较运算符_短路问题.mp4 (54.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：同一运算符_身份运算符_优先级问题.mp4 (28.05MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：字符串_unicode字符集_三种创建字符串的方式_len().mp4 (24.35MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：字符串_转义字符_字符串拼接_字符串复制_input()获取键盘输入.mp4 (23.68MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：字符串_str()_字符提取_replace()替换_内存分析.mp4 (17.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：字符串切片slice操作_逆序.mp4 (18.88MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：字符串_split()分割_join()合并_代码效率测试.mp4 (24.27MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：字符串_驻留机制_同一判断_值相等判断.mp4 (8.08MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：字符串_常用查找方法_去除首尾信息_大小写转换_排版_特征判断.mp4 (26.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：字符串_format格式化_数字格式化操作.mp4 (22.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：可变字符串_io.StringIO.mp4 (10.48MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：类型转换总结.mp4 (9.66MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节3：序列
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1.txt (920.00B)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531723034839071.png (29.96KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531723242150245.png (29.38KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：列表_特点_内存分析.mp4 (20.46MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：创建列表的4种方式_推导式创建列表.mp4 (28.07MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：列表_元素的5种添加方式_效率问题.mp4 (21.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：列表删除的三种方式_删除的本质是元素拷贝.mp4 (11.57MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：列表_元素的访问_出现次数统计_成员资格判断.mp4 (18.65MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：切片slice操作.mp4 (16.75MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：列表_遍历_排序_max_min_sum.mp4 (26.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：列表_二维列表_表格数据存储和读取.mp4 (14.48MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：元组_特点_创建的两种方式_tuple()要点.mp4 (11.76MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：元组_元素访问_计数方法_切片操作_成员资格判断_zip().mp4 (12.89MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：元组_生成器推导式创建元组_总结.mp4 (16.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：字典_特点_4种创建方式_普通_dict_zip_fromkeys.mp4 (29.43MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：字典_元素的访问_键的访问_值的访问_键值对的访问.mp4 (13.84MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：字典_元素的添加_修改_删除.mp4 (17.92MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：字典_序列解包用于列表元组字典.mp4 (9.68MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：字典_复杂表格数据存储_列表和字典综合嵌套.mp4 (12.79MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：字典_核心底层原理_内存分析_存储键值对过程.mp4 (16.15MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：字典_核心底层原理_内存分析_查找值对象过程.mp4 (13.28MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：集合_特点_创建和删除_交集并集差集运算.mp4 (12.10MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节4：控制语句
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1.txt (1.51KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531723621645967.png (29.76KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531723675678619.png (169.18KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：控制语句和现实逻辑表达.mp4 (10.97MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：单分支选择结构_条件表达式详解.mp4 (27.16MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：双分支选择结构_三元运算符的使用详解.mp4 (16.40MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：多分支选择结构.mp4 (24.46MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 56：选择结构的嵌套.mp4 (23.05MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 57：while循环结构_死循环处理.mp4 (22.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 58：for循环结构_遍历各种可迭代对象_range对象.mp4 (21.31MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 59：嵌套循环.mp4 (7.87MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 60：嵌套循环练习_九九乘法表_打印表格数据.mp4 (13.90MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 61：break语句.mp4 (11.05MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 62：continue语句.mp4 (11.34MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 63：循环中的else子句.mp4 (8.45MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 64：循环代码优化技巧.mp4 (17.57MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 65：zip()并行迭代多个序列.mp4 (9.69MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 66：推导式创建序列_列表推导式_字典推导式_集合推导式_生成器推导式.mp4 (48.44MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 67：总和练习_绘制不同颜色的同心圆_绘制棋盘.mp4 (24.97MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节5：函数和内存分析
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1.txt (618.00B)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1531723747824750.png (6.60KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 68：函数的基本概念_内存分析_函数分类_定义和调用.mp4 (33.94MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 69：形参和实参_文档字符串_函数的注释.mp4 (21.04MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 70：返回值详解.mp4 (14.13MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 71：函数也是对象_内存分析.mp4 (23.18MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 72：变量的作用域_全局变量_局部变量_栈帧内存分析讲解.mp4 (23.99MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 73：局部变量和全局变量_效率测试.mp4 (9.44MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 74：参数的传递_传递可变对象_内存分析.mp4 (18.27MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 75：参数的传递_传递不可变对象_内存分析.mp4 (12.67MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 76：浅拷贝和深拷贝_内存分析.mp4 (31.94MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 77：参数的传递_不可变对象含可变子对象_内存分析.mp4 (8.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 78：参数的类型_位置参数_默认值参数_命名参数.mp4 (12.80MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 79：参数的类型_可变参数_强制命名参数.mp4 (13.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 80：lambda表达式和匿名函数.mp4 (16.01MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 81：eval()函数的用法和注入安全隐患问题.mp4 (12.96MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 82：递归函数_函数调用内存分析_栈帧的创建.mp4 (21.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 83：递归函数_阶乘计算案例.mp4 (8.53MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 84：嵌套函数_内部函数_数据隐藏.mp4 (16.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 85：nonlocal和global关键字.mp4 (6.36MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 86：LEGB规则.mp4 (5.22MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节6：面向对象
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1.txt (4.43KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 100：私有方法.mp4 (8.57MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 101：@property装饰器.mp4 (16.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 102：属性和类的命名规则总结.mp4 (10.24MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 103：None对象的特殊性.mp4 (10.93MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 104：面向对象的三大特征说明(封装、继承、多态).mp4 (10.57MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 105：继承详解.mp4 (41.76MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 106：成员继承和方法的重写.mp4 (14.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 107：object根类_查看模块结构_dir().mp4 (20.46MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 108：重写str方法.mp4 (5.89MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 109：多重继承.mp4 (8.89MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 110：MRO方法解析顺序.mp4 (4.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 111：super()获得父类的定义.mp4 (10.86MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 112：112_多态详解.mp4 (10.86MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 113：特殊方法和运算符重载.mp4 (16.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 114：特殊属性.mp4 (7.60MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 115：浅拷贝和深拷贝_对象内存分析.mp4 (18.09MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 116：继承和组合.mp4 (18.60MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 117：设计模式_工厂模式实现.mp4 (13.97MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 118：设计模式_单例模式实现.mp4 (12.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 119：设计模式_工厂和单例模式结合起来.mp4 (11.43MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 87：面向对象和面向过程的区别_设计者思维_执行者思维.mp4 (25.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 88：对象进化的小故事.mp4 (22.75MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 89：类的定义_类和对象的关系_对象的内存模型.mp4 (35.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 90：构造函数_init和new方法.mp4 (13.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 91：实例属性_内存分析.mp4 (18.05MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 92：实例方法_内存分析方法调用过程_dir()_isinstance.mp4 (18.10MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 93：类对象.mp4 (12.87MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 94：类属性_内存分析(创建类和对象的底层.mp4 (28.61MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 95：类方法_静态方法.mp4 (21.13MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 96：del析构方法_垃圾回收机制简介.mp4 (11.09MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 97：call方法和可调用对象.mp4 (14.63MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 98：方法没有重载_方法的动态性.mp4 (16.75MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 99：私有属性.mp4 (17.85MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节7：Python开发环境搭建
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 120：PyCharm搭建Python环境_非虚拟环境.mp4 (54.15MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 121：VSCode搭建Python环境_非虚拟环境.mp4 (60.30MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 122：虚拟环境使用.mp4 (51.40MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 123：PyCharm使用虚拟环境.mp4 (23.09MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 124：VSCode使用虚拟环境.mp4 (44.00MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 125：虚拟环境管理工具.mp4 (31.14MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 章节7：Python开发环境搭建.7z (5.85MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 20、数据分析-统计分析
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：statsmodels实现两样本t检验.mp4 (18.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：独立性考察.mp4 (12.34MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：正态性考察.mp4 (11.07MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：正态性假设性考察方法.mp4 (8.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：python考察正态分布情况.mp4 (21.60MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：非正态时的应对策略.mp4 (11.50MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：方差齐性考察.mp4 (15.08MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：Python考察方差齐性.mp4 (20.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：单因素方差分析介绍.mp4 (10.08MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：单因素方差分析原理与步骤.mp4 (36.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：假设检验介绍.mp4 (27.81MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：python实现单因素方差分析.mp4 (31.93MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：两两比较需要解决的问题.mp4 (40.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：python实现两两比较.mp4 (26.14MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：非参数检验介绍.mp4 (20.97MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：非参数检验的基本原理.mp4 (14.98MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：独立样本比较的非参数方法.mp4 (15.51MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：python实现独立样本非参数方法.mp4 (21.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：配对样本非参数方法.mp4 (18.04MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：python实现配对样本非参数方法.mp4 (22.75MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：秩变换分析的原理.mp4 (11.74MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：假设检验原理.mp4 (25.48MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：python使用秩变换分析.mp4 (20.88MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：卡方检验.mp4 (25.29MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：scipy实现卡方检验.mp4 (16.21MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：statsmodels实现卡方检验.mp4 (22.34MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：卡方检验两两比较.mp4 (31.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：卡方校验确切概率法.mp4 (25.73MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：配对卡方检验.mp4 (35.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：二项分布介绍.mp4 (30.34MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：Python实现二项分布检验.mp4 (25.00MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：相关分析概率.mp4 (23.94MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：假设检验步骤.mp4 (22.61MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：相关分析的计算原理.mp4 (34.77MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：python实现相关分析.mp4 (19.40MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：RR与OR的介绍.mp4 (20.10MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：Python实现RR与OR值.mp4 (32.73MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：线性回归介绍.mp4 (12.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：线性回归模型概述.mp4 (46.18MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：线性回归的实用条件.mp4 (21.50MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：线性回归模型的建模步骤.mp4 (35.33MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：scipy实现线性回归.mp4 (10.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：statsmodels实现线性回归.mp4 (18.65MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：I类与II类错误.mp4 (16.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：statsmodels多组自变量线性回归.mp4 (25.09MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：为什么学习样本量估计.mp4 (14.86MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：样本量的计算原理.mp4 (25.98MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：t检验的样本量估计.mp4 (47.43MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：多组样本量估计.mp4 (20.12MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：率的比较的样本量估计.mp4 (26.18MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：假设检验注意事项.mp4 (12.70MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：单样本t检验.mp4 (16.51MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：python实现单样本t检验.mp4 (29.08MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：两样本t检验.mp4 (10.15MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：scipy实现两样本t检验.mp4 (21.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 代码.rar (190.04KB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 文档.rar (1.27MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 21、Python_数据分析项目
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节1：人工智能项目流程
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 01人工智能项目流程.rar (462.24KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：机器学习项目开发步骤.mp4 (8.94MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：项目需求.mp4 (7.81MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：数据预处理和特征工程.mp4 (17.32MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：算法选择及调优评估.mp4 (12.79MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节2：二手车价格预测
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 02二手车价格预测.rar (486.01KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：爬虫实现.mp4 (101.37MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：读取数据及标签预处理.mp4 (13.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：标签的特征处理.mp4 (29.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：价格分析.mp4 (21.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：销量及占有比重分析.mp4 (7.74MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：价格分区概率分析.mp4 (16.93MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：特征工程.mp4 (19.42MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：建模.mp4 (24.81MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：项目简介.mp4 (5.13MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：创建爬虫项目.mp4 (23.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：url分析.mp4 (32.69MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：页面分析.mp4 (37.33MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：数据解析.mp4 (75.94MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节3：旅游景点票价预测
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 03旅游景点票价预测.rar (543.85KB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：项目介绍.mp4 (6.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：网页地址分析及创建项目.mp4 (39.15MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：网页解析一.mp4 (49.50MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：网页解析二.mp4 (30.06MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：爬虫实现.mp4 (81.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：存数据.mp4 (16.36MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：数据预处理.mp4 (35.26MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：统计分析一.mp4 (23.60MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：统计分析二.mp4 (31.88MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：数据分布分析.mp4 (46.09MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：数据预处理二.mp4 (11.46MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：建模.mp4 (33.27MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节4：工资分类预测
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 04工资分类预测.rar (2.98MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：项目背景及数据来源介绍.mp4 (40.75MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：数据的理解.mp4 (50.92MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：数据分析.mp4 (44.54MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：数据预处理和特征工程1.mp4 (35.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：数据预处理和特征工程2.mp4 (53.57MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：数据预处理和特征工程3.mp4 (41.37MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：特征选择和特征提取.mp4 (31.80MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：模型训练及评估.mp4 (64.78MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节5：广告点击转化率预测
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 05广告点击转化率预测.rar (594.15MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：课程安排建议.mp4 (15.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：项目背景.mp4 (17.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：数据由来.mp4 (38.24MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：数据由来2.mp4 (26.31MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：Baseline模型建立.mp4 (47.63MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：Baseline补充.mp4 (11.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：数据分析.mp4 (44.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：特征工程1.mp4 (43.86MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：特征工程2.mp4 (48.42MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：算法选择及调参.mp4 (32.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节6：文本分类-自然语言处理
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：项目介绍.mp4 (12.30MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：词云介绍.mp4 (15.24MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：分词.mp4 (21.25MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：做词云.mp4 (14.33MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：自定义词云背景.mp4 (24.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：基于TF-IDF进行关键词抽取.mp4 (36.64MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：基于textrank关键词提取.mp4 (31.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：词袋模型.mp4 (17.13MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 56：lda建模.mp4 (11.36MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 57：数据准备.mp4 (18.04MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 58：模型训练.mp4 (8.61MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 59：自定义模型.mp4 (11.46MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 60：cnn完成文本分类.mp4 (25.42MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 61：lstm文本分类.mp4 (15.29MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 code.rar (82.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节7：音乐推荐系统
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 62：课程安排建议.mp4 (3.33MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 63：推荐系统概述.mp4 (17.31MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 64：推荐系统解决方案.mp4 (10.92MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 65：协同过滤_1.mp4 (17.51MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 66：协同过滤_2.mp4 (16.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 67：音乐推荐系统概述.mp4 (28.36MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 68：数据解析.mp4 (36.13MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 69：数据保存.mp4 (18.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 70：surprise.mp4 (42.89MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 71：最相似歌单.mp4 (42.00MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 72：用户预测.mp4 (34.94MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 资料.rar (1.06GB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节8：银行客户流失分析
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 08银行客户流失分析.rar (8.01MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 73：银行客群及产品类别.mp4 (12.71MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 74：客户流失预警的作用.mp4 (20.30MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 75：数据描述.mp4 (49.06MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 76：数据分析.mp4 (52.25MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 77：数据预处理.mp4 (58.66MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 78：特征工程.mp4 (56.86MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 79：建立模型.mp4 (15.08MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 80：调参.mp4 (41.46MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 81：项目总结.mp4 (17.62MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节9：申请评分卡
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 09申请评分卡.rar (4.04MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 82：信用违约风险.mp4 (18.24MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 83：申请评分卡.mp4 (10.54MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 84：数据描述.mp4 (20.17MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 85：数据预处理.mp4 (10.45MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 86：数据预处理1.mp4 (22.71MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 87：数据预处理2.mp4 (42.08MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 88：特征衍生.mp4 (12.72MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 89：工具函数.mp4 (43.30MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 90：分箱业务.mp4 (48.85MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 91：相关性分析.mp4 (18.68MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 92：模型训练.mp4 (16.14MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 93：调参.mp4 (25.78MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 22、数据分析软件
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节1：数据可视化Tableau
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 10：热图_突出显示图.mp4 (15.58MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 11：树状图.mp4 (24.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 12：绘制符号地图.mp4 (18.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 13：填充地图_多维地图.mp4 (35.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 14：混合地图.mp4 (22.37MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 15：多边形地图_背景地图.mp4 (28.17MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 16：创建计算字段_更改数据类型.mp4 (18.89MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 17：创建计算字段的使用实例.mp4 (21.49MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 18：创建参数及参数的使用.mp4 (19.76MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 19：筛选器1.mp4 (22.25MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1：Tableau下载安装.mp4 (25.60MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 20：筛选器2.mp4 (32.67MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 21：添加参考线.mp4 (16.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 22：参考区间_分布区间.mp4 (18.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 23：参考线中使用参数.mp4 (18.44MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 24：创建数据集.mp4 (32.25MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 25：数据分层.mp4 (15.31MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 26：数据分组.mp4 (28.20MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 27：绘制箱型图.mp4 (15.27MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 28：绘制靶心图.mp4 (19.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 29：绘制四象限图.mp4 (17.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2：连接数据源及查看数据源数据.mp4 (21.26MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 30：绘制甘特图.mp4 (23.09MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 31：绘制直方图.mp4 (18.10MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 32：绘制柱线结合图.mp4 (22.50MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 33：绘制漏斗图.mp4 (28.81MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 34：绘制漏斗图2.mp4 (15.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 35：绘制人口金字塔.mp4 (23.44MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 36：绘制范围-线图.mp4 (35.59MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 37：绘制倾斜图.mp4 (32.79MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 38：绘制雷达图.mp4 (52.38MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 39：绘制凹凸图.mp4 (12.75MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3：工作簿中菜单介绍1.mp4 (32.88MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 40：仪表板.mp4 (35.74MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 41：创建故事.mp4 (23.34MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 42：回归分析.mp4 (37.72MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 43：时间序列分析.mp4 (29.31MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 44：泰坦尼克号数据介绍.mp4 (7.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 45：获救与船舱和性别有关.mp4 (20.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 46：不同船舱不同性别获救人数分析.mp4 (25.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 47：生存率分析.mp4 (33.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4：工作簿菜单介绍2.mp4 (36.87MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5：绘制条形图.mp4 (21.20MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6：绘制折线图.mp4 (27.32MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7：绘制饼图.mp4 (20.28MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8：绘制散点图.mp4 (25.58MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 9：文字云_气泡图.mp4 (34.84MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 资料.7z (17.50MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节2：数据可视化PowerBI
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 100：自定义可视化图表-评分图和蝴蝶结图.mp4 (24.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 101：自定义可视化图表-动画条形图.mp4 (20.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 102：自定义可视化图表-百变星君图.mp4 (33.71MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 103：案例-SUMMARIZECOLUMNS函数.mp4 (19.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 104：案例-计算同比.mp4 (31.06MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 105：案例-计算环比和累计同比.mp4 (24.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 106：案例-购买频次分析.mp4 (24.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 107：案例-新增客户分析.mp4 (39.37MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 108：案例-流失客户分析.mp4 (21.89MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 109：案例-员工数据分析1.mp4 (54.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 110：案例-员工数据分析2.mp4 (15.95MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 111：案例-员工数据分析3.mp4 (20.12MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 112：案例-期末在职人数分析.mp4 (67.78MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 113：案例-新入职员工人数.mp4 (27.33MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 114：案例-年龄小于30岁所占比.mp4 (30.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 115：案例-离职率分析.mp4 (34.51MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 116：案例-考勤分析.mp4 (64.57MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 117：案例-考勤分析.mp4 (22.47MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 118：案例-全勤分析1.mp4 (72.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 119：案例-全勤分析2.mp4 (37.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 120：案例-全勤分析3.mp4 (22.62MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 121：案例-商品库存分析.mp4 (40.58MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 122：案例-商品库存分析2.mp4 (58.29MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 48：基础-下装安装.mp4 (21.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 49：基础-入门示例.mp4 (37.67MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 50：基础-连接数据.mp4 (24.44MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 51：基础-创建度量值和关系模型.mp4 (26.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 52：基础-向下钻取和导出数据.mp4 (34.94MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 53：基础-新建列和关系函数.mp4 (31.71MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 54：基础-calculate引擎.mp4 (29.76MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 55：基础-calculatedtable筛选表和切片器.mp4 (23.73MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 56：基础-高级筛选器Filter.mp4 (15.56MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 57：基础-什么时候使用Filter函数.mp4 (32.07MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 58：基础-人工造表.mp4 (19.52MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 59：基础-上下文.mp4 (18.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 60：基础-X系列函数.mp4 (26.68MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 61：基础-earlier函数.mp4 (28.01MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 62：基础-安全除法与逻辑判断.mp4 (25.97MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 63：基础-文本函数.mp4 (25.45MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 64：基础-中文排序.mp4 (22.89MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 65：基础-表与表连接.mp4 (16.55MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 66：基础-var定义变量.mp4 (28.53MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 67：基础-All函数的使用.mp4 (40.77MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 68：基础-All函数的使用2.mp4 (18.39MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 69：基础-Selectedvalue和Hasonevalue函数.mp4 (37.51MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 70：基础-Rankx排序.mp4 (11.83MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 71：基础-TopN排序.mp4 (17.56MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 72：基础-日期函数.mp4 (21.23MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 73：基础-日期计算函数.mp4 (23.66MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 74：基础-日期累加函数.mp4 (34.75MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 75：基础-一定时间段销量.mp4 (43.85MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 76：可视化-堆积条形图.mp4 (49.09MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 77：可视化-堆积柱形图.mp4 (21.67MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 78：可视化-簇状条形图.mp4 (22.66MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 79：可视化-折线图.mp4 (21.66MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 80：可视化-分区图和堆积面积图.mp4 (16.15MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 81：可视化-折线和堆积柱形图.mp4 (18.79MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 82：可视化-丝带图和瀑布图.mp4 (28.02MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 83：可视化-漏斗图和散点图.mp4 (32.19MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 84：可视化-饼图和环形图.mp4 (18.76MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 85：可视化-树状图.mp4 (18.97MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 86：可视化-地图和着色地图.mp4 (23.98MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 87：可视化-卡片图和多卡图.mp4 (15.56MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 88：可视化-仪表盘和KPI图.mp4 (27.97MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 89：可视化-分解树和关键影响者.mp4 (19.28MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 90：可视化-问答.mp4 (20.11MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 91：自定义可视化图表-阿斯特图和博彦日历.mp4 (37.69MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 92：自定义可视化图表-子弹图.mp4 (31.25MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 93：自定义可视化图表-Power KPI.mp4 (43.38MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 94：自定义可视化图表-甘特图.mp4 (22.82MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 95：自定义可视化图表-直方图和和弦图.mp4 (33.11MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 96：自定义可视化图表-点线图和脉冲图.mp4 (25.90MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 97：自定义可视化图表-雷达图.mp4 (22.14MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 98：自定义可视化图表-词云图和桑基图.mp4 (27.49MB)
│ │ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 99：自定义可视化图表-河流图和旭日图.mp4 (29.78MB)
│ │ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 课件.zip (14.20MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 章节3：SPSS
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 123：SPSS概述.mp4 (9.70MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 124：SPSS安装.mp4 (30.52MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 125：SPSS窗口介绍.mp4 (23.95MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 126：SPSS数据编辑窗口菜单介绍.mp4 (23.49MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 127：SPSS定义变量属性介绍.mp4 (19.27MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 128：SPSS输入数据.mp4 (15.53MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 129：SPSS连接MySQL数据库.mp4 (14.31MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 130：SPSS数据管理1.mp4 (18.33MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 131：SPSS数据管理2.mp4 (19.47MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 132：数据管理3.mp4 (12.26MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 133：数据预处理.mp4 (24.35MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 134：数据文件的拆分和合并.mp4 (15.87MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 135：基本分析-常用统计量.mp4 (19.99MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 136：基本分析-频数分布统计.mp4 (22.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 137：基本分析-描述分析统计.mp4 (13.32MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 138：基本分析-探索性分析概念.mp4 (13.92MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 139：基本分析-探索性分析.mp4 (27.89MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 140：常用报表制作-代码本.mp4 (13.36MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 141：常用报表制作-OLAP立方体.mp4 (14.79MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 142：常用报表制作-个案摘要.mp4 (8.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 143：常用报表制作-按行或列显示报表摘要.mp4 (16.85MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 144：平均值差异检验.mp4 (11.98MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 145：单样本T检验.mp4 (6.71MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 146：独立样本T检验和配对样本T检验.mp4 (20.00MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 147：摘要独立样本T检验.mp4 (14.76MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 148：方差分析-单因素方差分析.mp4 (25.37MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 149：方差分析-多因素方差分析.mp4 (29.95MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 150：方差分析-析因设计方差分析.mp4 (15.20MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 151：方差分析-交叉设计方差分析.mp4 (12.21MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 152：方差分析-协方差分析.mp4 (18.09MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 153：方差分析-多元方差分析.mp4 (41.07MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 154：方差分析-重复测量方差分析.mp4 (12.53MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 155：方差分析-重复测量方差分析2.mp4 (15.39MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 156：基本统计图制作-图形构建器.mp4 (20.96MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 157：基本统计图制作-简单条形图.mp4 (26.48MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 158：基本统计图形-簇状条形图.mp4 (19.94MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 159：基本统计图形-堆积面积图和三维条形图.mp4 (13.86MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 160：基本统计图形-折线图.mp4 (17.36MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 161：基本统计图形-面积图.mp4 (19.09MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 162：基本统计图形-饼图.mp4 (19.36MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 163：基本统计图形-简单盘高盘低图.mp4 (14.61MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 164：基本统计图形-盘高盘低图2.mp4 (21.87MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 165：基本统计图形-差别面积图.mp4 (12.01MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 166：基本统计图形-箱图.mp4 (15.68MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 167：基本统计图形-误差条形图.mp4 (12.83MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 168：基本统计图形-散点图.mp4 (17.45MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 169：基本统计图形-直方图.mp4 (9.53MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 170：相关分析-相关分析概念.mp4 (11.69MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 171：相关分析-两变量相关分析.mp4 (10.57MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 172：相关分析-偏相关分析.mp4 (9.46MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 173：相关分析-距离分析.mp4 (13.23MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 174：相关分析-典型相关分析.mp4 (22.54MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 175：回归分析-回归分析和相关分析的区别和联系.mp4 (11.30MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 176：回归分析-线性回归分析.mp4 (15.19MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 177：回归分析-曲线回归分析.mp4 (20.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 178：回归分析-二元Logistic分析.mp4 (19.88MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 179：回归分析-多元Logistic分析1.mp4 (15.69MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 180：回归分析-多元Logistic分析2.mp4 (14.02MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 181：回归分析-有序回归分析.mp4 (15.27MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 182：回归分析-概率回归分析.mp4 (19.61MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 183：回归分析-加权回归分析.mp4 (19.34MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 184：聚类分析-快速聚类分析.mp4 (17.83MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 185：聚类分析-系统聚类分析.mp4 (17.29MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 186：聚类分析-二阶聚类分析.mp4 (13.73MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 187：判别分析-一般判别分析.mp4 (20.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 188：判别分析-逐步判别分析.mp4 (22.42MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 189：因子分析.mp4 (23.80MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 190：非参数检验-二项式检验.mp4 (17.96MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 191：非参数检验-卡方检验.mp4 (9.14MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 192：非参数检验-单样本K-S检验.mp4 (7.29MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 193：非参数检验-游程检验.mp4 (7.04MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 194：两独立样本非参数检验.mp4 (13.65MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 195：K个独立样本非参数检验.mp4 (13.29MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 196：两个相关样本非参数检验.mp4 (10.20MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 197：K个相关样本非参数检验.mp4 (17.69MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 198：对应分析简介.mp4 (23.47MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 199：简单对应分析.mp4 (24.81MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 200：多重对应分析.mp4 (33.15MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 201：信度分析简介.mp4 (16.27MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 202：可靠性分析.mp4 (12.53MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 203：多维尺度分析.mp4 (17.63MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 204：生存分析.mp4 (26.50MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 205：寿命表分析.mp4 (26.90MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 206：Kaplan-Meier分析方法.mp4 (23.13MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 207：Cox回归.mp4 (40.56MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 208：案例研究背景.mp4 (21.06MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 209：案例单变量描述 截取视频.mp4 (35.27MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 210：案例关联强度探索.mp4 (12.41MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 211：案例对数转换分析.mp4 (33.64MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 212：案例检验模型是否符合适用条件.mp4 (31.22MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 213：案例秩变换分析.mp4 (22.68MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 214：案例Cox模型分析.mp4 (21.16MB)
│ ├── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 215：案例项目总结.mp4 (15.73MB)
│ └── https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 课件.zip (28.07MB)
├── https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 23、人工智能基础_机器学习理论和实战
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