Course
吴恩达
MIT
MIT Introduction to Computional Thinking and Data Science
MIT 6.S191: Introduction to Deep Learning
CMU
CMU 11-785 Introduction to Deep Learning
Stanford
Stanford CS234: Reinforcement Learning
Stanford CS229: Machine Learning
Stanford CS224U: Natural Language Understanding
Stanford CS224d: Deep Learning for Natural Language Processing
Stanford CS224n: Natural Language Processing with Deep Learning
Stanford CS230: Deep Learning | Autumn 2018 | Lecture 1 - Class Introduction and Logistics
Stanford CS231n: Convolutional Neural Networks for Visual Recognition
UCB
UCB Deep Reinforcement Learning
UCB CS294-129 Designing, Visualizing and Understanding Deep Neural Networks
UCB CS 294-131: Special Topics in Deep Learning
WISC
- stat479-deep-learning-ss19 Github
- stat479-deep-learning-fa19
Docs
Book Resource
- 图灵程序设计丛书.Python数据科学手册
- 《动手学深度学习》
- 利用Python进行数据分析·第2版