Materials

Book

• Problem Solving with Algorithms and Data Structures using Python, 3rd Edition
• Problem Solving with Algorithms and Data Structures using C++

Reference Book

• Data Structures & Algorithms in Python
• Data Structures & Algorithms in C++, 2nd Edition

MOOC

• NTU DSA
• NCTU DS
• NTHU DS
• NSYSU CS - DS
• NUU
• MIT
• Abdul Bari
• Gerry Jenkins

Resources

Source code

• Problem Solving with Algorithms and Data Structures Using Python
• Problem Solving with Algorithms and Data Structures using C++

Collections

• 資工所相關資源
• CS3 Data Structures & Algorithms
• CS Fundamental resources
• Open Source Society University
• Teach Yourself Computer Science

Simulators/Visualization

• pythontutor
• visualgo
• Data Structure Visualizations [中文版本]

Programming Environment (Python)

• VSCode
• Anaconda
• Google colab

Programming Environment (C++)

• VSCode
• Dev C++

Learning Python/C++

• Python Cheatsheet
• Python for everybody
• NSYSU MATH Python book
• Python Object oriented programming - Gossip
• C++ Cheatsheet
• NTU C++ Programming
• C++ Object oriented programming videos
• C++ Object oriented programming - Gossip

Language transistion

• Python for C++ Programmers
• C++ for Python Programmers I
• C++ for Python Programmers II

Practicing

• hackerrank
• Needcode.io
• Programiz
• zerojudge
• CPE
• UVA
• Leetcode
• More

Learning Markdown

• CommonMark
• Hackmd
• mdeditor

Others

• Digital tools