Yanjun Li

Paper Reading and Scientific Writing

• How to Read a Paper (S. Keshav) [PDF]

• The Elements of Style (William Strunk Jr. and E. B. White) [Amazon]

• How to write a technical paper or a research paper (Michael Ernst) [WebSite]

• Learn LaTeX in 30 minutes (Overleaf) [Overleaf]

Machine and Deep Learning Courses and Textbooks

• Supervised Machine Learning: Regression and Classification (Andrew Ng) [Coursera]

• Deep Learning Specialization (Andrew Ng) [Coursera]

• Machine Learning (Hungyi Lee in Chinese) [Course Website]

• Textbook: “Deep Learning” (Ian Goodfellow, Yoshua Bengio, and Aaron Courville) [PDF] [HardCopy]

• CS285: Deep Reinforcement Learning (Sergey Levine) [CS285]

• Deep Reinforcement Learning (Hungyi Lee in Chinese) [YouTube]

• Textbook: "Reinforcement Learning: An Introduction" (Richard S. Sutton and Andrew G. Barto) [PDF]

• Computational Systems Biology: Deep Learning in the Life Sciences (Manolis Kellis) [MIT 6.874]

• CS224W: Machine Learning with Graphs (Jurij Leskovec) [CS224W]

• CS231n: Deep Learning for Computer Vision (Fei-Fei Li) [CS231n]

• CS224n: Natural Language Processing with Deep Learning (Chris Manning) [CS224n]

Computational Tools for Drug Discovery