ML_DL_Resource

Resources(slides, books) & My own notes of ML & DL

Course Library

• Machine Learning: Andrew Ng, Coursera

• 420394 Computer Vision: Lin Zhang, Tongji University

• 420415 Machine Learning: Shuang Liang, Tongji University

• Dive into Deep Learning: Mu Li (Now studying)

• CS229 Machine Learning: Andrew Ng, Stanford University

• Deep Learning: Andrew Ng

• CS231n Deep Learning for Computer Vision: Feifei Li et.al, Stanford University

• CS224n Natural Language Processing with Deep Learning: Chris Manning et.al, Stanford University

About Researching

• How to read papers: Mu Li

Book Library

1. Machine Learning: Zhihua Zhou

2. Neural Network & Deep Learning: Xipeng Qiu