Algorithms & Data Structures

Resources

Articles

• Bloom Filters - Sam Rose

• Challenging algorithms and data structures every programmer should try - Austin Z. Henley

  • Reddit thread

• Rapidly Solving Sudoku, N-Queens, Pentomino Placement, and More, With Knuth’s Algorithm X and Dancing Links - demofox

• Visualizing Algorithms - Mike Bostocks

Books

• A Common-Sense Guide to Data Structures and Algorithms - Jan Wengrow

• Algorithmics: The Spirit of Computing - David Harel, Yishai Feldman

• Algorithms - Jeff Erickson

• Algorithms - Robert Sedgewick, Kevin Wayne

• Algorithms + Data Structures = Programs - Niklaus Wirth

• Introduction to Algorithms - Thomas Cormen, Charles Leiserson, Ronald Rivest, Clifford Stein

• Introduction to Algorithms: A Creative Approach - Udi Manber

• The Algorithm Design Manual - Steven Skiena

• The Arcane Algorithm Archive

Courses

• Advanced Data Structures - Erik Demaine, MIT

• Algorithms, Part I - Kevin Wayne, Robert Sedgewick

• Algorithms, Part II - Robert Sedgewick, Kevin Wayne

• Analysis of Algorithms - Robert Sedgewick

• Analysis of Algorithms - Steven Skiena

GitHub Repositories

• AlgoDeck

• AlgorithmsAndDataStructure - C++ and Python

• Cosmos - World's largest Contributor driven code dataset

• Data Structures & Algorithms for Coding Interview

• FunnyAlgorithms

• Hands On Algorithmic Problem Solving

• JavaScript Algorithms and Data Structures

• Python Data Structures and Algorithms

• The Algorithms

Hacker News Threads

• What are some cool but obscure data structures you know about?

Images

Videos

• Fast Inverse Square Root — A Quake III Algorithm

• The Algorithm That Transformed The World (Fast Fourier Transform) - Veritasium

Websites

• Algorithm Visualizer

• Algorithmica - Sergey Slotin

• Big-O Algorithm Complexity Cheat Sheet

• Chris Laux

• Data Structure Visualisation - David Galles, University of San Francisco

• IDEA - nonverbal algorithm assembly instructions

• Open Data Structures

• The Algorithm

• VisuAlgo