smythfoam

Other

[Git] - you really, really need this

The (Excellent) Missing Semester of Your CS Education https://missing.csail.mit.edu/

Or if you prefer in R, https://stat545.com/

https://www.linuxupskillchallenge.com/

General coding

https://www.thoughtworks.com/insights/blog/coding-habits-data-scientists

https://software-carpentry.org/lessons/

https://google.github.io/eng-practices/review/reviewer/

https://openbookproject.net/thinkcs/python/english3e/index.html

Design

Clean code

https://sourcemaking.com/design_patterns

https://www.oodesign.com/

https://ronnieschaniel.medium.com/object-oriented-design-patterns-explained-using-practical-examples-84807445b092

Docker

https://docs.docker.com/get-started/

General Data Science

https://kbroman.org/Talk_DataOrg/dataorg_notes.pdf (see also https://www.tandfonline.com/doi/full/10.1080/00031305.2017.1375989)

CS

https://mitpress.mit.edu/books/introduction-algorithms-third-edition

https://www.oreilly.com/radar/a-manifesto-for-agile-data-science/

https://inst.eecs.berkeley.edu/~cs188/fa18/

https://www.cs.princeton.edu/courses/archive/spring19/cos333/bib.html

https://jeffe.cs.illinois.edu/teaching/algorithms/#book

Shell, Bash, Command Line Tools etc

https://earthly.dev/blog/command-line-tools/

https://www.wezm.net/technical/2019/10/useful-command-line-tools/#z

DevOps, MLops etc

https://www.atlassian.com/agile

https://www.atlassian.com/devops

Careers

http://www.crackingthecodinginterview.com/

https://www.thestartupofyou.com/start/

https://brilliantmanagers.info/

Visualization

https://blog.datawrapper.de/beautifulcolors/