research-advice
Overview
- An Opinionated Guide to ML Research, John Schulman 2020
- You and Your Research, Richard Hamming 1986
- Principles of Effective Research, Michael Nielsen 2004
- How To Be Successful, Sam Altman 2019
- How To Be Successful, Twitter Edition, Sam Altman 2020
- 10 Tips for Research and a PhD, Sebastian Ruder 2020
Writing
- Writing a Technical Paper (for RSS), Stefanie Tellex 2019
- Through the Eyes of Birds and Frogs: Writing and Surveys in Machine Learning Research, Mohamed 2020
Creativity
- Research Design Pattern, Phillip Guo 2019
Technical
- A Recipe for Training Neural Networks, Andrej Karpathy 2019
- The Secrets of The Secrets of Optical Flow, Michael Black 2020
Finance
- Finances for CS Ph.D. students, Dave Anderson 2016
- Finances for recent CS Ph.Ds headed to academia, Dave Anderson 2016