wang-junjian/deep-learning-specialization

Deep Learning Specialization (Andrew NG)

Deep Learning Specialization

1. 神经网络和深度学习 Neural Networks and Deep Learning

2. 改善深层神经网络 Improving Deep Neural Networks

3. 结构化机器学习项目 Structured Machine Learning Projects

4. 卷积神经网络 Convolutional Neural Networks

   • 第一周 卷积神经网络的基础 Foundations of Convolutional Neural Networks

   • 第二周 深度卷积模型：案例研究 Deep convolutional models: case studies

   • 第三周 目标检测 Object detection

     • 交并比 Intersection Over Union

   • 第四周 特殊应用：人脸识别和神经风格转换 Special applications: Face recognition & Neural style transfer

5. 序列模型 Sequence Models