李沐-动手学深度学习V2
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 李沐-动手学深度学习V2https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 01 课程安排
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 03 安装
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 04 数据操作 + 数据预处理
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 52 文本预处理
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 47 转置卷积
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 19 卷积层
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 62 序列到序列学习（seq2seq）
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 41 物体检测和数据集
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 22 池化层
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 10 多层感知机 + 代码实现
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 02 深度学习介绍
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 21 卷积层里的多输入多输出通道
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 10行代码战胜90%数据科学家？
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 20 卷积层里的填充和步幅
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 65 注意力分数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 59 双向循环神经网络
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 55 循环神经网络 RNN 的实现
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 05 线性代数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 47.2 转置卷积是一种卷积
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 06 矩阵计算
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 32 深度学习硬件：TPU和其他
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 51 序列模型
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 36 数据增广
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 46 语义分割和数据集
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 60 机器翻译数据集
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 43 树叶分类竞赛技术总结
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 48 全连接卷积神经网络 FCN
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 50 课程竞赛：牛仔行头检测
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 44 物体检测算法：R-CNN，SSD，YOLO
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 71 目标检测竞赛总结
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 38 第二次竞赛 树叶分类结果
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 72 优化算法
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 57 长短期记忆网络（LSTM）
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 09A Windows 下安装 CUDA 和 Pytorch 跑深度学习
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 39 实战 Kaggle 比赛：图像分类（CIFAR-10）
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 53 语言模型
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 40 实战 Kaggle 比赛：狗的品种识别（ImageNet Dogs）
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 28 批量归一化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 54 循环神经网络 RNN
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 23 经典卷积神经网络 LeNet
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 30 第二部分完结竞赛：图片分类
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 56 门控循环单元（GRU）
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 29.2 ResNet为什么能训练出1000层的模型
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 70 BERT微调
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 64 注意力机制
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 66 使用注意力机制的seq2seq
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 16 PyTorch 神经网络基础
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 15 实战：Kaggle房价预测 + 课程竞赛：加州2020年房价预测
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 09B 使用 AWS 最便宜的 GPU 实例
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 61 编码器-解码器架构
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 42 锚框
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 17 使用和购买 GPU
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 29 残差网络 ResNet
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 37 微调
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 25 使用块的网络 VGG
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 24 深度卷积神经网络 AlexNet
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 000pdf+src
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 31 深度学习硬件：CPU 和 GPU
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 09 Softmax 回归 + 损失函数 + 图片分类数据集
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 63 束搜索
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 58 深层循环神经网络
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 14 数值稳定性 + 模型初始化和激活函数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 11 模型选择 + 过拟合和欠拟合
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 45 SSD实现
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 12 权重衰退
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 26 网络中的网络 NiN
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 35 分布式训练
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 73 课程总结和进阶学习【完结】
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 34 多GPU训练实现
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 27 含并行连结的网络 GoogLeNet Inception V3
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 07 自动求导
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 33 单机多卡并行
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 69 BERT预训练
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 13 丢弃法
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 00 预告
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 08 线性回归 + 基础优化算法
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 67 自注意力
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 18 预测房价竞赛总结
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 49 样式迁移
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