Resources

0 - Courses

• CS 61A: Structure and Interpretation of Computer Programs, UCB
• CS106A: Programming Methodologies, Stanford
• CS50’s Introduction to Programming with Python, Harvard
• CS50’s Introduction to Artificial Intelligence with Python, Harvard
• CS 21: Intro to Computer Science, Swarthmore College, Swarthmore, Pennsylvania, United States
  • Fall 2023

1 - Books

• Quicklink

2 - Reference

Title	Link
The Python Tutorial @3.11	<https://docs.python.org/3.11/tutorial/>
Real Python Tutorials	<https://realpython.com/>
Learn Python in Y Minutes	<https://learnxinyminutes.com/docs/python/>
CS61A Resources	<https://cs61a.org/resources/>
STA663-2019’s documentation	<https://people.duke.edu/~ccc14/sta-663-2019/>
BIOS821: Data Science Tools	<https://people.duke.edu/~ccc14/bios-821-2017/>
Python Guide @CS106A	<https://cs.stanford.edu/people/nick/py/>
Python Reference @CS21	<https://www.cs.swarthmore.edu/pyref/>
YSP Advanced Computer Science with Python Lecture Notes	<https://ww2.cs.fsu.edu/~nienaber/teaching/python/lectures/>

3 - Readings

How-To

• 如何学Python？ @ 卡瓦邦噶！

Notes

Tutorial

• Python @CS50
• Python @cs.lmu.edu/~ray/

Coding Style

• CS 4410/11 Coding Style Guide

Others

• PyFormat

4 - Tools & Guides

Python IDEs

Online

• Python Tutor - Visualize code in Python, JavaScript, C, C++, and Java

  • Python, <https://pythontutor.com/python-debugger.html#mode=edit>
  • Python From CS61A, <https://pythontutor.com/cp/composingprograms.html#mode=edit>

• CS61A Code

• OnlineGDB for Python

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Local

• Python IDLE - IDLE is Python’s Integrated Development and Learning Environment. (Official)

• PyCharm

  • PyCharm Setup @CS106A

Others

• jupyter

• Learn Python 3

• Python123*