Course

吴恩达

吴恩达
国内课程节点
Fastai
Deeplearning

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

Practices

https://github.com/graykode/nlp-tutorial https://github.com/omerbsezer/Fast-Pytorch#model