Top Algorithms books recommended by experts

At MentorCruise, we are all about making the most out of the experience of others. As part of that, we've connected and asked dozens of experts and professionals about their favourite Algorithms books – and here are the answers.

Table of Contents

Fundamentals of Algorithms

Understanding the concepts of Algorithms starts with understanding the fundamentals. On your way to mastery, it's crucial for you to understand how certain concepts were derived, and why things work like they do. Starting with these resources is the best way to do so.

Introduction to Algorithms, 3rd Edition

Introduction to Algorithms, 3rd Edition

Algorithm: An algorithm is defined as a step-by-step process that will be designed for a problem. Input: After designing an algorithm, the algorithm is given the necessary and desired inputs. Processing unit: The input will be passed to the processing unit, producing the desired output.

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Automate This: How Algorithms Came to Rule Our World

Automate This: How Algorithms Came to Rule Our World

In this fascinating, frightening book, Christopher Steiner tells the story of how algorithms took over—and shows why the “bot revolution” is about to spill into every aspect of our lives, often silently, without our knowledge.

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Algorithms Illuminated

Algorithms Illuminated

Algorithms Illuminated, Part 1 provides an introduction to and basic literacy in the following four topics. Asymptotic analysis and big-O notation. Asymptotic notation provides the basic vocabulary for discussing the design and analysis of algorithms.

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Algorithms to Live By: The Computer Science of Human Decisions

Algorithms to Live By: The Computer Science of Human Decisions

An exploration of how computer algorithms can be applied to our everyday lives to solve common decision-making problems and illuminate the workings of the human mind. What should we do, or leave undone, in a day or a lifetime?

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Grokking Algorithms: An Illustrated Guide for Programmers and Other Curious People

Grokking Algorithms: An Illustrated Guide for Programmers and Other Curious People

Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer.

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Algorithms Unlocked

Algorithms Unlocked

In Algorithms Unlocked, Thomas Cormen—coauthor of the leading college textbook on the subject—provides a general explanation, with limited mathematics, of how algorithms enable computers to solve problems. Readers will learn what computer algorithms are, how to describe them, and how to evaluate them.

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Additional Algorithms Reading

These books are not required for you to learn Algorithms, but they are highly recommended for you to deepen your knowledge.

Introduction to Algorithms, fourth edition

Introduction to Algorithms, fourth edition

A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics. Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor.

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Algorithms in a Nutshell

Algorithms in a Nutshell

Algorithms in a Nutshell describes a large number of existing algorithms for solving a variety of problems, and helps you select and implement the right algorithm for your needs -- with just enough math to let you understand and analyze algorithm performance.

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The Algorithm Design Manual

The Algorithm Design Manual

The reader-friendly Algorithm Design Manual provides straightforward access to combinatorial algorithms technology, stressing design over analysis. The first part, Practical Algorithm Design, provides accessible instruction on methods for designing and analyzing computer algorithms.

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Algorithms

Algorithms

This book surveys the most important computer algorithms currently in use and provides a full treatment of data structures and algorithms for sorting, searching, graph processing, and string processing -- including fifty algorithms every programmer should know.

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Data Structures and Algorithms Made Easy: Data Structures and Algorithmic Puzzles

Data Structures and Algorithms Made Easy: Data Structures and Algorithmic Puzzles

Data Structures And Algorithms Made Easy: Data Structures and Algorithmic Puzzles" is a book that offers solutions to complex data structures and algorithms. There are multiple solutions for each problem and the book is coded in C/C++, it comes handy as an interview and exam guide for computer scientists. It can be used as a reference manual by those readers in the computer science industry. T…

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A Common-Sense Guide to Data Structures and Algorithms: Level Up Your Core Programming Skills

A Common-Sense Guide to Data Structures and Algorithms: Level Up Your Core Programming Skills

Data structures and algorithms are much more than abstract concepts. Mastering them enables you to write more efficient code that runs faster, which is particularly important for today’s web and mobile apps. If you last saw an algorithm in a university course or at a job interview, you’re missing out on the raw power algorithms can provide.

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