- Hans-Martin von Gaudecker - Effective programming practices for economists
- Jesús Fernández-Villaverde - Computational Methods for Economists
- Richard W. Evans - Open Source Economics Laboratory (OSE Lab) Boot Camp 2019
- QuantEcon
- QuantEcon DataScience
- Python Data Science Handbook - Jake VanderPlas (also his A Whirlwind Tour of Python)
- Introduction to Python for Econometrics, Statistics and Numerical Analysis - Kevin Sheppard
- Data Analysis in Python
- Software Carpentry
- QuantEcon
- Paul Schrimpf - Computational Economics with Data Science Applications
- see the resources collected by Maximilian Kasy (and also machine learning links)
- Gentzkow, M., & Shapiro, J. M. (2014). Code and data for the social sciences: A practitioner’s guide. Chicago, IL: University of Chicago.
- Knittel, C. R., & Metaxoglou, K. (2016). Working with Data: Two Empiricists’ Experience. Journal of Econometric Methods, 7(1).
- Coding for Economists: A Language-Agnostic Guide to Programming for Economists - Ljubica Ristovska
- Schwabish, J. A. (2014). An economist's guide to visualizing data. Journal of Economic Perspectives, 28(1), 209-34.
- Templates for reproducible research projects
- Wilson, G., Bryan, J., Cranston, K., Kitzes, J., Nederbragt, L., & Teal, T. K. (2017). Good enough practices in scientific computing. PLoS computational biology, 13(6), e1005510.
- The Plain Person’s Guide to Plain Text Social Science - Kieran Healy
- git for social science students (not software developers) - Shiro Kuriwaki
- Happy Git and GitHub for the useR - Jenny Bryan
- Bryan, J. (2018). Excuse me, do you have a moment to talk about version control?. The American Statistician, 72(1), 20-27.
- Version Control for Economists - Wei Yang Tham
- Git for Economists - Frank Pinter
- Git and GitHub tutorial - Richard Evans
- git + LaTeX workflow - stackoverflow
- Flight rules for git
- Git for Scientists - Miles McBain
- The Markdown Guide
- Markdown Reference - typora
Advice for current and aspiring academic economists - Jennifer Doleac
Writing, Presentation, and Refereeing Advice - Amanda Y. Agan
Resource - Ryan B Edwards
Tips 4 Economists - Masayuki Kudamatsu