13 Essential Books on Computer Science You Need to Read

Discover the best book computer science enthusiasts need to elevate their skills and knowledge—your ultimate guide awaits in just a glance.
13 Essential Books on Computer Science You Need to Read

Top Quick Picks For You

Top Low-Cost Selection

Introductory Discrete Mathematics

Introductory Discrete Mathematics

This book offers an affordable introduction to discrete mathematics, making it a great choice for those looking for low-cost resources in computer science.

Best for Beginners

Self-Taught Computer Scientist

Self-Taught Computer Scientist

The Self-Taught Computer Scientist is specifically designed for beginners, providing a comprehensive introduction to data structures and algorithms.

Best for Young Learners

Big Fat Notebook

Big Fat Notebook

Everything You Need to Ace Computer Science is tailored for middle school students, making complex concepts easy to understand for young learners.

Best Comprehensive Guide

Code

Code

Code: The Hidden Language of Computer Hardware and Software offers a deep dive into the fundamental principles of computer science, making it an excellent comprehensive guide.

Best Book Computer Science

In the vast realm of computer science, where innovation dances with complexity, finding the perfect book can feel like searching for a needle in a digital haystack. Whether you're a curious beginner or a seasoned coder seeking fresh insights, the right text can illuminate your path and transform your understanding. Dive into our curated selection of the best books in computer science, where knowledge meets clarity, and every page turns the abstract into the comprehensible.

Top Low-Cost Selection: Introductory Discrete Mathematics

Introductory Discrete Mathematics (Dover Books on Computer Science)
GoodNot So Good
Comprehensive coverageSmall print size
Affordable pricingLimited advanced topics
Helpful for courseworkCan be dense for beginners

When it comes to dipping your toes into the world of computer science, this book is our Top Low-Cost Selection for a reason !

With comprehensive coverage of discrete mathematics, it provides an affordable introduction that’s perfect for those on a budget .

While it’s a great resource for coursework, be prepared for some dense passages and small print that might challenge beginners .

Despite a few advanced topics being absent, we believe its strengths far outweigh the drawbacks .

With a solid 4.5-star rating, this book offers more than just content—it’s a gateway into the world of mathematics in computing!

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Best for Beginners: Self-Taught Computer Scientist

The Self-Taught Computer Scientist: The Beginner's Guide to Data Structures & Algorithms
GoodNot So Good
Clear, concise explanationsDefinitions can be narrow
Well-written code sectionsMissing code implementation
Direct application to workDisappointment in advanced sections

When it comes to launching your journey into the world of computer science, The Self-Taught Computer Scientist stands out as our top pick for beginners .

This book offers clear and concise explanations that make even the trickiest topics digestible .

We particularly appreciate the well-written code sections, which have direct applications in real-world scenarios .

However, it's essential to note that some definitions may feel a bit narrow, and a few advanced sections might leave seasoned readers wanting more .

Overall, this book is a fantastic starting point that paves the way for further exploration in the field!

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Best for Young Learners: Big Fat Notebook

Everything You Need to Ace Computer Science and Coding in One Big Fat Notebook: The Complete Middle School Study Guide (Big Fat Notebooks)
GoodNot So Good
Comprehensive guideMay need supplemental resources
Clear explanationsNot language specific
Engaging illustrationsAimed at younger audience

We absolutely love Everything You Need to Ace Computer Science !

Tailored specifically for middle school students, this comprehensive guide makes learning complex concepts a breeze .

With its clear explanations and engaging illustrations, it captures the attention of young learners and ignites their passion for technology .

It's not just about facts; it’s about making learning fun! While it may not dive into specific programming languages and could benefit from some supplemental resources, we believe it’s the perfect starting point for budding computer scientists aged 9 and up .

Grab this book, and watch the curiosity soar!

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Best Comprehensive Guide: Code

Code: The Hidden Language of Computer Hardware and Software
GoodNot So Good
Clear and thorough introductionBasic content for advanced readers
Engaging and easy to readLimited depth in certain areas
Authoritative on AI and QuantumMight feel outdated for experts

When it comes to getting a solid foundation in computer science, Code: The Hidden Language of Computer Hardware and Software stands out as our top pick for a comprehensive guide .

With its clear and thorough introduction, it invites even novices to explore the fascinating world of technology .

Spanning 480 pages, this engaging read is perfect for anyone curious about the hidden intricacies of AI and Quantum computing .

However, seasoned experts might find some sections a tad basic or lacking depth .

Nonetheless, with a stellar 4.8-star rating from 712 reviews, it's a must-have for anyone looking to level up their understanding in this field!

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Price history for Code on Amazon

Algorithms to Live By

Algorithms to Live By: The Computer Science of Human Decisions
GoodNot So Good
Great depth of topicsNot an easy read
Interconnected conceptsLacks detailed explanations
Insightful real-world applicationsMixed focus on CS and psychology

When it comes to diving deep into computer science, this book truly delivers with its extensive coverage of topics .

We love how it seamlessly connects concepts, providing a framework that resonates with real-world applications .

However, be prepared: it's not the easiest read out there .

You might find yourself wishing for a bit more clarity in the explanations, especially with its mixed focus on both computer science and psychology. Still, if you’re ready to challenge yourself and expand your knowledge, this book is a rewarding choice .

Happy reading!

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Barron's AP Computer Science Principles

AP Computer Science Principles Premium, 2025: Prep Book with 6 Practice Tests + Comprehensive Review + Online Practice (Barron's AP Prep)
GoodNot So Good
High customer ratingsInaccurate diagnostic questions
Comprehensive 444 pagesNot effective for exams
Popular with studentsLimited to age group

When it comes to uncovering the essentials of computer science, Barrons Educational Services’ latest guide captivates with its comprehensive 444 pages .

Students aged 14 to 17 have found it particularly beneficial, securing an impressive 4.3-star rating from 18 reviewers .

However, we must note that some users have pointed out inaccurate diagnostic questions that may not serve well for exams .

This guide shines in providing clarity and covering core concepts but is best suited for its target audience of 10th to 12th graders .

Overall, it’s a solid pick for budding enthusiasts eager to dive into the tech world!

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A Programmer's Guide to Computer Science Book Computer Science

A Programmer's Guide to Computer Science: A virtual degree for the self-taught developer
GoodNot So Good
Concise overview of topicsDry writing style
Good for self-taught programmersLimited code samples
Useful refresher for conceptsNot comprehensive enough

We're excited to introduce a standout in computer science literature, published by Jaxson Media .

While the writing style might lean a touch dry, it makes up for it with a concise overview of essential topics .

Ideal for self-taught programmers, it serves as a handy refresher on concepts you thought you’d forgotten .

At just 188 pages, it won't overwhelm you, but keep in mind it may not cover everything in exhaustive detail .

Good news ?

It's ranked highly in Computer Algorithms and Data Structure categories, boasting a solid 4.5-star rating from readers !

Ready to enhance your programming prowess?

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Art of Computer Programming

Art of Computer Programming, The, Volumes 1-4B, Boxed Set (Art of Computer Programming, 1-4)
GoodNot So Good
Highly regarded authorHeavy and bulky
In-depth programming insightsNot for casual readers
Comprehensive coverage of algorithmsRequires significant time investment

For those ready to dive into the depths of computer science, this gem from Addison-Wesley is a must-consider .

With a stellar rating of 4.7 stars from 161 reviews, it offers in-depth insights from a highly regarded author .

Spanning an impressive 736 pages, it covers everything from basic principles to complex algorithms—perfect for serious learners .

However, be prepared: it’s bulky and demands a good time commitment, making it less suitable for casual readers .

If you’re serious about mastering programming, this book is a treasure trove waiting to be explored!📚

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Principles of Computer Science

Principles of Computer Science: An Invigorating, Hands-on Approach
GoodNot So Good
Clear and concise writingNiche audience
Real-world examplesLengthy at 754 pages
Helpful exercisesLimited reviews available

Best Book on Computer Science Review

We're excited to introduce a fantastic title in the realm of computer science—published by **J .

Ross Publishing** .

With 754 pages of clear and concise writing, this book offers real-world examples and helpful exercises that truly illuminate complex concepts .

While its niche audience may limit its appeal, those who dive in will find a treasure trove of knowledge .

Weighing in at 1.31 pounds, it's a hefty read, but definitely worth your time if you're looking to deepen your understanding of programming languages and Microsoft concepts .

It's currently making waves, with a 5-star rating from users .

A must-read for committed learners!

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Computer Science Distilled Book Computer Science

Computer Science Distilled: Learn the Art of Solving Computational Problems
GoodNot So Good
Clear and engaging writingOversimplifies complex concepts
Wide breadth of topicsNot exhaustive resource
Accessible for beginnersMay be too basic for pros

This engaging guide from Code Energy is a fantastic starting point for anyone venturing into the realm of computer science .

With a delightful blend of clarity and enthusiasm, it covers a wide array of topics that make complex ideas more digestible for beginners .

However, seasoned pros might find it a tad too basic, as it tends to oversimplify some concepts .

Nonetheless, with its 4.5-star rating and respectable rankings in programming categories, this book is an excellent choice for those looking to build a solid foundation without feeling overwhelmed .

In short, it's a charming read that sparks curiosity and learning.

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Princeton Review AP Computer Science Principles

Princeton Review AP Computer Science Principles Prep, 3rd Edition: 4 Practice Tests + Complete Content Review + Strategies & Techniques (2024) (College Test Preparation)
GoodNot So Good
Covers wide range of topicsNot updated for 2024 exam
Helpful practice testsLimited help for written responses
Quick deliveryMay not justify the cost

We’ve got our eyes on the must-have gem for budding computer scientists !

Released by the Princeton Review, this paperback is packed with essential topics and an easy-to-follow format that will keep you engaged .

With helpful practice tests, you're set for success—though keep in mind, it’s not updated for the 2024 exam and might leave you wanting more guidance on written responses .

While some may question the price given its limitations, we think the comprehensive coverage and quick delivery make it a worthy contender .

Dive into this appealing resource and fuel your passion for computer science!

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Python Crash Course

Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
GoodNot So Good
Clear explanationsNot comprehensive
Hands-on approachLimited advanced topics
Great for beginnersMay overwhelm some

We absolutely love this book for its clear explanations that make complex topics accessible to everyone .

With its hands-on approach, it’s perfect for beginners eager to dive into the computer science world .

However, keep in mind that it's not a comprehensive guide; advanced topics are somewhat limited, which might leave some seasoned techies wanting more .

Additionally, the material can be overwhelming for newcomers who may struggle with certain concepts .

Overall, if you're looking for a friendly introduction to the field, this book shines, making it easier to navigate the intricacies of computer science with confidence.

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Quantum Physics for Beginners Book Computer Science

Quantum Physics for Beginners: The Non-Scientist’s Guide to the Big Ideas of Quantum Mechanics, with Key Principles, Major Theories, and Experiments Simplified
GoodNot So Good
Engaging and accessible styleLimited advanced content
Breaks down complex conceptsMay oversimplify for experts
Connects theory to real lifeNot comprehensive for deep study

We’ve found a gem in the world of computer science literature: this book effortlessly combines engagement with accessibility .

At 274 pages, it does a fantastic job of breaking down complex concepts, making them not only understandable but relatable to real-life scenarios .

However, it's important to note that while it shines in making foundational theories digestible, it might not satisfy those seeking a deep dive into advanced topics .

With an impressive 4.2-star rating from over 400 readers, it's no wonder this title ranks high in its category .

For both novices and curious minds, this book is a delightful read!

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