Top Algorithms books curated by experts

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

  • Curated by industry experts
  • Proven learning resources
  • Updated annually
Top Algorithms books recommended by experts
User Check

Did you know?

We have over 3,000 mentors available right now!

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.

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 missin…

Recommended by the experts and mentors at MentorCruise.

Elements of Programming Interviews

Elements of Programming Interviews

The book begins with a summary of the nontechnical aspects of interviewing, such as strategies for a great interview, common mistakes, perspectives from the other side of the table, tips on negotiating the best offer, and a guide to the best ways to use EPI. We also provide a summary of data str…

Recommended by the experts and mentors at MentorCruise.

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.

Recommended by the experts and mentors at MentorCruise.

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.

Recommended by the experts and mentors at MentorCruise.

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.

Recommended by the experts and mentors at MentorCruise.

Introduction to Algorithms

Introduction to Algorithms

Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness. The book covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of re…

Recommended by the experts and mentors at MentorCruise.

Additional Algorithms Reading

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

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?

Recommended by the experts and mentors at MentorCruise.

Introduction to Algorithms, 3rd Edition (Mit Press)

Introduction to Algorithms, 3rd Edition (Mit Press)

Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness. The book covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of re…

Recommended by the experts and mentors at MentorCruise.

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…

Recommended by the experts and mentors at MentorCruise.

A Programmer's Guide to Computer Science: A virtual degree for the self-taught developer

A Programmer's Guide to Computer Science: A virtual degree for the self-taught developer

Do you feel left out when other programmers talk about asymptotic bounds?
Have you failed a job interview because you don't know computer science?
Volume one covers the most frequently referenced topics, including:
- Algorithms and data structures
- Graphs
- Problem-solving techni…

Recommended by the experts and mentors at MentorCruise.

Cracking the Coding Interview: 189 Programming Questions and Solutions (Cracking the Interview & Career)

Cracking the Coding Interview: 189 Programming Questions and Solutions (Cracking the Interview & Career)

I am not a recruiter. I am a software engineer. And as such, I know what it's like to be asked to whip up brilliant algorithms on the spot and then write flawless code on a whiteboard. I've been through this as a candidate and as an interviewer.
Cracking the Coding Interview, 6th Edition is h…

Recommended by the experts and mentors at MentorCruise.

Grokking Algorithms

Grokking Algorithms

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. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more comple…

Recommended by the experts and mentors at MentorCruise.

This list is curated by MentorCruise and can include Amazon affiliate links. Have any other suggestions? Add here.

Augment your Algorithms books

There is no better source of accountability and motivation than having a personal mentor. What used to be impossible to find is now just two clicks away! All mentors are vetted & hands-on!

Still not convinced? Don't just take our word for it

We've already delivered 1-on-1 mentorship to thousands of students, professionals, managers and executives. Even better, they've left an average rating of 4.9 out of 5 for our mentors.

Find a Algorithms mentor