Data Structures & Algorithms

Overview

DSA is really the bread and butter for good programming practices. Organizing code and data in your program using the tools you learn in this course will allow you to perform well in technical/coding interviews and make you a proficient programmer.

Navigation

• Prerequisites

• Textbooks

• Code

• Videos

• Websites

• Communities

Prerequisites

This course has the following prerequisites:

• Discrete Structures for CS

• Computer Programming

This course is a prerequisite for:

• Design & Analysis of Algorithms

Textbooks

Title	Author(s)	Edition
Introduction to Algorithms	Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest & Clifford Stein	2nd (2001)
Problem Solving with Algorithms and Data Structures	Brad Miller & David Ranum	3rd (2013)
Algorithm Design and Applications	Michael T. Goodrich & Roberto Tamassia	1st (2015)
Introduction to Algorithms	Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest & Clifford Stein	3rd (2009)
Competitive Programmer’s Handbook	Antti Laaksonen	Draft (2017)
Data Structures and Algorithms in C++	Adam Drozdek	4th (2013)
Data Structures and Algorithm Analysis in Java	Mark Allen Weiss	3rd (2012)
Data Structures and Algorithms in Python	Michael T. Goodrich, Roberto Tamassia & Michael H. Goldwasser	1st (2013)
Data Structures and Algorithms Made Easy	Narasimha Karumanchi	1st (2010)
Algorithms Part I - Princeton	Sedgewick & Wayne	4th (2014)
Algorithms + Data Structures = Programs	Niklaus Wirth	1st (1978)

Code

• Algorithms & data structures project, William Fiset
• Data Structures And Algorithms, Mohammed Shoaib

Videos

• MIT 6.006 Introduction to Algorithms, Fall 2011, MIT OpenCourseWare (Full Course)
• Algorithms and Data Structures, Ravindrababu Ravula (Full Course)
• Algorithms, Abdul Bari
• Data Structures, mycodeschool
• Playlists, GeeksforGeeks
• Playlists, Lalitha Natraj
• Algorithms, Khan Academy
• CS50: Algorithms, Harvard
• CrashCourse CS: Algorithms, Crash Course
• CrashCourse CS: Data Structures, Crash Course
• Dijkstra's Algorithm, Computerphile
• Sorting Algorithms, TED-Ed
• 15 Sorting Algorithms Visualized, Timo Bingmann

Websites

• GATE CS Notes, GeeksforGeeks
• BaseCS, Vaidehi Joshi
• Algorithms, Princeton
• Algorithms, Brilliant
• Competitive Programming Resources, BPDC ACM CP
• VisuAlgo, Dr Steven Halim
• Data Structure Visualizations, David Galles
• Algorithm Visualizer, Jinseo Jason Park

Communities

• AlgoMation