Research Skills
Generally Speaking
How to Have a Bad Career in Research/Academia, by David A. Patterson
You and Your Research, by Richard Hamming
Principles of Effective Research, by Michael A. Nielsen
An Opinionated Guide to ML Research, by John Schulman
Practicing AI research, by Jason Wei
Before you start your Ph.D.
The Ph.D. Grind, by Philip J. Guo
A Survival Guide to a PhD, by Andrej Karpathy
A PhD Is Not Enough!: A Guide to Survival in Science, by Peter J. Feibelman
Paper Reading
How to Read a Paper, by Srinivasan Keshav [Personal Note]
Efficient Reading of Papers in Science and Technology, by Michael J. Hanson and Dylan J. McNamee
Writing a Paper
How (and How Not) to Write a Good Systems Paper, by Roy Levin and David D. Redell
How to write a technical paper or a research paper, by Michael Ernst
Writing Perfect Papers, by Baochun Li
10 tips on how we write papers, by Edward H. Sargent
Presentation
The Art of Presentation, by Baochun Li
Faculty Job Search
Philip’s notes on the tenure-track assistant professor job search, by Philip J. Guo
Student Mentorship
Your students are your legacy, by David A. Patterson [中文译本]
AI Research
The Bitter Lesson, by Richard S. Sutton
读博心路历程
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