Materials

互動自學網站

依本課投影片編寫的 C++ 互動教材，含程式碼、圖解與隨堂測驗：

• C++ 導論
• 演算法分析
• 陣列與稀疏矩陣
• 鏈結串列
• 線性結構
• 遞迴
• 搜尋與排序演算法
• 圖與圖的演算法
• 樹與樹的演算法
• 高效率搜尋樹與多路搜尋樹

Book

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

Reference Book

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

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

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

• C++ Tutor
• pythontutor
• visualgo
• OpenDSA
• Data Structure Visualizations [中文版本]

Programming Environment (C++)

• VSCode
• Dev C++

Programming Environment (Python)

• VSCode
• Anaconda
• Google colab

Learning C++/Python

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

Language transistion

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

Practicing

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

Learning Markdown

• CommonMark
• Hackmd
• mdeditor

Others

• Digital tools