📚 Book Lovin' Geek Mamas are on a mission to promote a love of books and reading to everyone. We help our visitors to find their next favorite book. Our authors regularly create and post so-called listicles (also known as booklists) on various mostly tech-related topics.

Best Computer Science Books You Must Read

Below I’ll give you my selections for the best Computer Science books by a few categories. I will cover these and other great books more in depth later.

The Self-Taught Programmer: The Definitive Guide to Programming Professionally (2017)

 Best Computer Science Books You Must ReadI am a self-taught programmer. After a year of self-study, I learned to program well enough to land a job as a software engineer II at eBay. Once I got there, I realized I was severely under-prepared. I was overwhelmed by the amount of things I needed to know but hadn’t learned yet. My journey learning to program, and my experience at my first job as a software engineer were the inspiration for this book.
Author(s): Cory Althoff

Computer Science Distilled: Learn the Art of Solving Computational Problems (2017)

 Best Computer Science Books You Must ReadA walkthrough of computer science concepts you must know. Designed for readers who don’t care for academic formalities, it’s a fast and easy computer science guide. It teaches the foundations you need to program computers effectively. After a simple introduction to discrete math, it presents common algorithms and data structures. It also outlines the principles that make computers and programming languages work.
Author(s): Ferreira Filho, Wladston, Raimondo Pictet

Barron’s AP Computer Science A with Online Tests (2018)

 Best Computer Science Books You Must ReadThis edition includes: The content review includes static variables, the List interface, enhanced for loops, the import statement, many questions on 2-dimensional arrays, and a detailed analysis of the binary search algorithm. #4,398 in Books (See Top 100 in Books) #15 in Computer Science (Books) #15 in AP Test Guides #9 in Teen & Young Adult Advanced Placement Study Aids Would you like to ?If you are a seller for this product, would you like to ?
Author(s): Teukolsky M.S., Roselyn

A Programmer’s Guide to Computer Science: A virtual degree for the self-taught developer (2019)

 Best Computer Science Books You Must ReadYou know how to codebut is it enough? 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?
Author(s): Springer II, Dr. William M, Nicholas R Allgood, et al.

Code: The Hidden Language of Computer Hardware and Software (2000)

 Best Computer Science Books You Must ReadWhat do flashlights, the British invasion, black cats, and seesaws have to do with computers? In CODE, they show us the ingenious ways we manipulate language and invent new means of communicating with each other. And through CODE, we see how this ingenuity and our very human compulsion to communicate have driven the technological innovations of the past two centuries.
Author(s): Charles Petzold

Algorithms to Live By: The Computer Science of Human Decisions (2017)

 Best Computer Science Books You Must ReadWhat should we do, or leave undone, in a day or a lifetime? How much messiness should we accept? What balance of the new and familiar is the most fulfilling? These may seem like uniquely human quandaries, but they are not. Computers, like us, confront limited space and time, so computer scientists have been grappling with similar problems for decades.
Author(s): Brian Christian, Tom Griffiths

Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and The Cloud (2019)

 Best Computer Science Books You Must Read For introductory-level Python programming and/or data-science courses. The Deitels’ offers a unique approach to teaching introductory Python programming, appropriate for both computer-science and data-science audiences. Providing the most current coverage of topics and applications, the book is paired with extensive traditional supplements as well as Jupyter Notebooks supplements.
Author(s): Paul J. Deitel, Harvey Deitel

Computer Science: An Overview (13th Edition) (What’s New in Computer Science) (2018)

 Best Computer Science Books You Must ReadFor the Introduction to Computer Science course.   provides a bottom-up, concrete-to-abstract foundation that students can build upon to see the relevance and interrelationships of future computer science courses. Its comprehensive coverage and clear language are accessible to students from all backgrounds, encouraging a practical and realistic understanding.
Author(s): Glenn Brookshear, Dennis Brylow

Classic Computer Science Problems in Python (2019)

 Best Computer Science Books You Must ReadClassic Computer Science Problems in Python deepens your knowledge of problem-solving techniques from the realm of computer science by challenging you with time-tested scenarios, exercises, and algorithms. As you work through examples in search, clustering, graphs, and more, you’ll remember important things you’ve forgotten and discover classic solutions to your “new” problems! Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
Author(s): David Kopec

Best Computer Science Books You Must Read

We highly recommend you to buy all paper or e-books in a legal way, for example, on Amazon. But sometimes it might be a need to dig deeper beyond the shiny book cover. Before making a purchase, you can visit resources like Library Genesis and download some computer science books mentioned below at your own risk. Once again, we do not host any illegal or copyrighted files, but simply give our visitors a choice and hope they will make a wise decision.

5 Steps to a 5: AP Computer Science A 2021

Author(s): Dean R. Johnson
ID: 2776877, Publisher: McGraw-Hill Education, Year: 2021, Size: 46 Mb, Format: epub

Human-Centered Software Engineering: 8th IFIP WG 13.2 International Working Conference, HCSE 2020, Eindhoven, The Netherlands, November 30 – December ... 12481 (Lecture Notes in Computer Science)

Author(s): Regina Bernhaupt, Carmelo Ardito, Stefan Sauer
ID: 2826263, Publisher: Springer, Year: 2021, Size: 46 Mb, Format: pdf

Computational Methods for Deep Learning: Theoretic, Practice and Applications

Author(s): Wei Qi Yan
ID: 2837858, Publisher: Springer, Year: 2021, Size: 3 Mb, Format: pdf

Please note that this booklist is not final. Some books are really best-sellers according to USA Today, others are written by unknown writers. On top of that, you can always find additional tutorials and courses on Coursera, Udemy or edX, for example. Are there any other relevant links you could recommend? Leave a comment if you have any feedback on the list.

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