DeepLearning-coursera

1.神经网络和深度学习

1.1Building your Deep Neural Network

1.2Deep Neural Network

1.3Logistic Regression with a Neural Network mindset

1.4Planar data classification with one hidden layer

2.改善深层神经网络

2.1Gradient Checking

2.2Initialization

2.3Optimization methods

2.4Regularization

2.5Tensorflow Tutorial

3.结构化机器学习项目

4.卷积神经网络

4.1Convolution model - Application - v1

4.2Convolution model - Step by Step - v1

4.3Keras - Tutorial - Happy House v1

4.4Residual Networks - v1

5.序列模型

5.1Building a Recurrent Neural Network - Step by Step - v1

5.2Dinosaurus Island - Character level language model final - v3

5.3Jazz improvisation with LSTM - v1

5.4Operations on word vectors - v2

5.5Emojify - v2

5.6Neural machine translation with attention - v2

5.7Trigger word detection - v1

MachineLearning-coursera

1.linear regression

2.logistic regression

3.neural network

4.NN back propagation

5.bias vs variance

6.SVM

7.kmeans and PCA

8.anomaly detection and recommendation