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12 Best Algorithms Books

Goal: Find the best Algorithms books according to the internet (not just one person's opinion).

Method:

  1. Search for "best algorithms books" and study the top 5+ pages.
  2. Add only the books mentioned 2+ times.
  3. Rank the results neatly here.

12 Best Algorithms Books

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1

Algorithms

by Robert Sedgewick

2

Introduction to Algorithms

by Thomas H. Cormen

3

The Algorithm Design Manual

by Steven S. Skiena

4

Algorithms in a Nutshell

A Practical Guide

by George T. Heineman

5

Grokking Algorithms

An Illustrated Guide for Programmers and Other Curious People

by Aditya Bhargava

6

Introduction to Algorithms

A Creative Approach

by Udi Manber

7

Algorithm Design

by Jon Kleinberg

8

Algorithms For Interviews

by Adnan Aziz

9

Data Structures and Algorithms

by Alfred Aho

10

Data Structures and Algorithms Made Easy

Data Structures and Algorithmic Puzzles

by Narasimha Karumanchi

11

Introduction to the Design and Analysis of Algorithms

by Anany Levitin

12

Python Algorithms

Mastering Basic Algorithms in the Python Language

by Magnus Lie Hetland

Sources

Edited by

Richard Reis

Software engineer whose passion for tracking book recommendations from podcasts inspired the creation of MRB.

Anurag Ramdasan

Lead investor at 3one4 Capital whose startup expertise and love for books helped shaped MRB and its growth.

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12 Best Algorithms Books (2025)