deeplearning.ai

Course 1. Neural Networks and Deep Learning

1. Week1：Intorduce-to-deeplearning
   
2. Week2：Neural-Network-Basics
   
3. Week3：Shallow-Neural-Network
   
4. Week4：Deep-Neural-Network

Course 2. Improving Deep Neural Networks

1. Week1：Practical-aspects-of-Deep-Learning
   
2. Week2：Optimization-Algorithms
   
3. Week3：Hyperparameter-Tuning-Batch-Norm-TensorFlow

Course 3. Structuring Machine Learning Projects

1. Week1：ML Strategy (1)
   
2. Week2：ML Strategy (2)
   

Course 4. Convolutional Neural Networks

1. Week1：Foundations of Convolutional Neural Networks
   
2. Week2：Deep-convolutional-models-case-studies
   
3. Week3：Object Detection
   
4. Week4：Special applications Face recognition & Neural style transfer