<> catalog
Reprinted from :https://blog.csdn.net/jiangjunshow/article/details/77711593
Please click below to see the preface

<> preface <http://blog.csdn.net/jiangjunshow/article/details/77338485>

<>1 Neural network and deep learning

<>1.1 Introducing neural networks

1.1.1 What is a neural network <http://blog.csdn.net/jiangjunshow/article/details/77368314>

1.1.2 Supervised learning neural network <http://blog.csdn.net/jiangjunshow/article/details/77373847>

1.1.3 What makes deep learning hot <http://blog.csdn.net/jiangjunshow/article/details/77451454>

<>1.2 Basis of neural network

1.2.1 How to input the data to be predicted into neural network
<http://blog.csdn.net/jiangjunshow/article/details/77719604>

1.2.2 How does neural network predict <http://blog.csdn.net/jiangjunshow/article/details/77775768>

1.2.3 How can neural networks judge whether their predictions are accurate
<http://blog.csdn.net/jiangjunshow/article/details/77839089>

1.2.4 How does neural network learn <http://blog.csdn.net/jiangjunshow/article/details/77898283>

1.2.5 Calculation chart <http://blog.csdn.net/jiangjunshow/article/details/79168250>

1.2.6 How to calculate the partial derivative of logistic regression <http://blog.csdn.net/jiangjunshow/article/details/79256005>

1.2.7 Vectorization <https://blog.csdn.net/jiangjunshow/article/details/81703978>

1.2.8 How to get started python
<https://blog.csdn.net/jiangjunshow/article/details/81704239>

1.2.9 How to vectorize artificial intelligence algorithm <https://blog.csdn.net/jiangjunshow/article/details/81704335>

1.2.10 Teach you how to write your first AI program
<https://blog.csdn.net/jiangjunshow/article/details/81704868>

<>1.3 Shallow neural network

1.3.1 Shallow neural network <https://blog.csdn.net/jiangjunshow/article/details/82191764>

1.3.2 How to calculate the forward propagation of shallow neural networks
<https://blog.csdn.net/jiangjunshow/article/details/82353394>

<>1.4 Deep neural network

<>2 Optimized neural network

<>3 Practice of deep learning project

<>4 Convolution neural network CNNs

<>5 Sequence model Sequence Models

<>6 Generate countermeasure network GANs