deeplearning.ai

• Andrew Ng's coursera_deeplearning.ai

Course Contents

Neural Networks and Deep Learning

• Week1　Introduction to deep learning
• Week2　Neural Networks Basics
• Week3　Shallow Neural networks
• Week4　Deep Neural Networks

Improving Deep Neural Networks

• Week1　Practical aspects of Deep Learning(Initialization-Regularization-Gradient Checking)
• Week2　Optimization algorithms
• Week3　Hyperparameter tuning, Batch Normalization and Programming Frameworks

Convolutional Neural Network

• Week1　Foundations of Convolutional Neural Networks
• Week2　Deep convolutional models: case studies
• Week3　Object detection
• Week4　Special applications: Face recognition & Neural style transfer

Cnblog:

• Convolutional Neural Networks: Step by Step
• Convolutional Neural Networks: Application
• Residual Networks
• Autonomous driving - Car detection YOLO
• Face Recognition for the Happy House
• Art: Neural Style Transfer

Reference

• there i am reference this repository: ranjiewwen/Computer-Vision-Action, and there inlcude many deeplearning study file, you can read ,fork and star!
• thanks for JudasDie/deeplearning.ai