Materials

Book

• Automate the Boring Stuff with Python, 2nd Edition
• Beyond the Basic Stuff with Python
• Scipy Lecture Notes

Reference Book

• Foundations of Python Programming: Functions First
• https://www.books.com.tw/products/0010922575
• Companion book

MOOC

• Automate the Boring Stuff with Python Programming
• NTU programming
• NCCU programming
• Python Tutorials I
• Python Tutorials II
• cs50
• The Missing Semester of Your CS Education

Resources

AI tools

• ChatGPT
• Gemini
• Copilot

Collections

• CS Fundamental resources
• Open Source Society University
• Invent with python

Simulators

• pythontutor

Programming Environment

• Anaconda
• VSCode
• Google colab

Learning Python

• Learn X in Y minutes
• Python for everybody
• Introduction to computer science and programming in python
• Cheat sheet I
• Cheat sheet II
• Mathematical Python
• C++ for Python Programmers I
• C++ for Python Programmers II

Practicing

• hackerrank
• W3C
• ZeroJudge
• More

Learning Markdown

• CommonMark
• Hackmd
• mdeditor

Learning English

• VoiceTube

Others

• Digital tools
• Awesome Python