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But we highly recommend two books for this course. + +- Fluent Python: Clear, Concise, and Effective Programming, by Luciano Ramalho. + Publisher: O'Reilly Media. 2015. +- Designing Data Intensive Applications, by + [http://dataintensive.net/](http://dataintensive.net/), The Big Ideas Behind + Reliable, Scalable, and Maintainable Systems by Martin Kleppmann. Publisher: + O'Reilly Media 2014 + +## Other useful books + +- The Practice of Programming by Brian W. Kernighan and Rob Pike, + Addison-Wesley, 1999. +- Skiena: The Algorithm Design Manual +- Abelson, Sussmann and Sussmann: SICP and python based online version based on + it: [http://composingprograms.com/](http://composingprograms.com/) +- High Performance Python: By Micha Gorelick, Ian Ozsvald. Oreilly Media 2014. + + +## Papers and other readings + +- [Python pep8](https://www.python.org/dev/peps/pep-0008/) +- [An opinionated guide to python style](https://github.com/amontalenti/elements-of-python-style) + +## Git + +* **Recommended:** [Git from the bottom up](https://jwiegley.github.io/git-from-the-bottom-up/) +* **Recommended:** [Git Book](http://git-scm.com/book/en/v2) +* [GitHub Videos and Training](https://www.youtube.com/user/github) +* [GitHub Interactive Tutorial](https://try.github.io/levels/1/challenges/1) +* [Git - the simple guide](http://rogerdudler.github.io/git-guide/) +* [Git Reference](https://git-scm.com/docs) +* [Git Cheat Sheet](https://education.github.com/git-cheat-sheet-education.pdf) +* [Git Immersion Tutorial](http://gitimmersion.com) +* [Git Atlassian Tutorial](https://www.atlassian.com/git/tutorials) + +## Python + +* [python](https://www.python.org/about/gettingstarted/) +* [Rich overview of Python 3 language features](https://learnxinyminutes.com/docs/python/) (recommended to work through) +* [Scientific visualization with Python and Matplotlib](https://github.com/rougier/scientific-visualization-book) + +## Vim + +* Spend 30 minutes to complete the `vimtutor`. After you have installed `vim`, + execute the following command in your command line: `vimtutor` +* [Vim Cheat Sheet](https://devhints.io/vim) +* [Vimcasts](http://vimcasts.org/) +* [Recommended book](https://www.amazon.com/Practical-Vim-Edit-Speed-Thought/dp/1680501275) + +## Bash + +* [Command Line Reference Cheat Sheet](https://files.fosswire.com/2007/08/fwunixref.pdf) +* [Bash scripting Cheat Sheet](https://devhints.io/bash) + +## Unix-Related + +* [Basic Computing Tools](https://missing.csail.mit.edu/) + +## Windows Users + +* [Using Linux Subsystem on Windows 10]({attach}/pages/media/linux_subsystem.pdf) +* [PuTTY SSH client for Windows](https://www.chiark.greenend.org.uk/~sgtatham/putty/latest.html) + +