Best Math Books for Computer Science: Top Picks for 2023

Mathematics is an essential foundation for various areas of computer science such as algorithm design, cryptography, artificial intelligence, and computer graphics. Having a strong grasp of mathematical concepts can greatly improve your problem-solving abilities and programming skills. To help you excel in your computer science journey, it’s crucial to equip yourself with the right math books tailored to your needs.

Books geared towards mathematics for computer science will generally delve into topics such as discrete math, linear algebra, number theory, graph theory, and probability, among others. These topics provide the core knowledge required for understanding practical computer science applications and real-world problems.

When choosing a math book for computer science, the critical factors to consider include the book’s level of depth, clarity of explanations, the practicality of examples, and your current level of understanding. Additionally, pay attention to the structure of the book and whether it focuses on pure math or combines mathematical concepts with their relevance to computer science applications.

With these considerations in mind, we have thoroughly researched and analyzed numerous math books to bring you the best options suited for different levels of expertise in computer science. These books will provide a solid foundation for your computational skills and help you become a better problem solver in the world of computer science.

Best Math Books for Computer Science

Women next to a whiteboard

Discover our top picks for the best math books essential for computer science enthusiasts and professionals.

Everything You Need to Ace Computer Science and Coding

Everything You Need to Ace Computer Science and Coding in One Big Fat Notebook

If you’re seeking an engaging and comprehensive guide to computer science and coding for middle school students, this book is definitely worth your consideration.


  • Easy-to-understand explanations of complex concepts
  • Well-organized content across seven chapters
  • Ideal for students with little to no coding background


  • May be too elementary for experienced coders
  • Damage during shipping reported by some buyers
  • Not as in-depth as some university-level courses

The “Everything You Need to Ace Computer Science and Coding in One Big Fat Notebook” serves as an excellent starting point for middle schoolers interested in computer science. With easy-to-understand explanations, beginners can quickly grasp the essential concepts of computer science and coding.

This book covers a wide range of topics, from basic programming languages to more advanced concepts like algorithms and data structures. The clear and concise writing style makes it suitable for those who are just starting out with coding, and it even tackles some more complex subjects that your child might encounter later on in their education. The fact that it is part of the acclaimed “Big Fat Notebooks” series is another selling point for this guide.

However, those with prior experience in coding might find the content a bit too basic for their needs. In addition, some customers reported that their books arrived with minor damage, which could be a potential drawback. Overall, though, this highly-rated book is an excellent resource for young students looking to delve into the world of computer science and coding.

Essential Math for Data Science

Essential Math for Data Science book cover

This book is a must-have for those seeking to strengthen their mathematical foundations for data science applications.


  • Clear explanations of fundamental math concepts
  • Real-world examples and Python code implementations
  • Comprehensive coverage of linear algebra, probability, and statistics


  • Assumes prior knowledge of algebra
  • Not suitable for absolute beginners in math
  • Occasional grammatical errors

Essential Math for Data Science, written by Thomas Nield, provides a concise introduction to the fundamental math concepts required for working in data science and analytics. The book does a remarkable job of explaining complex mathematical topics in a simple and approachable manner, making it an invaluable resource for those looking to brush up on their math skills before diving into data science projects.

What sets this book apart from others in the field is its real-world focus and integration of Python code alongside mathematical explanations. By incorporating practical examples and code implementations, the author helps readers apply the theory, making the learning process more engaging and effective. The book covers a wide range of topics in linear algebra, probability, and statistics, making it a comprehensive and valuable reference source for data scientists.

However, it’s worth noting that this book assumes some prior knowledge of algebra and may not be suitable for absolute beginners in math. Additionally, a few grammatical errors were reported by some readers, which could potentially cause confusion. Despite these minor drawbacks, Essential Math for Data Science remains a highly recommended resource for anyone looking to strengthen their mathematical foundation in preparation for a career in data science and analytics.

Workman Publishing Everything You Need to Ace English Language Arts

Workman Publishing Everything You Need to Ace English Language Arts

A comprehensive and engaging resource for mastering English language arts, ideal for middle school students and beyond.


  • Thorough coverage of key topics
  • Customized for middle school level
  • Engaging doodles and illustrations


  • Some may find the presentation too simplistic
  • Cover quality issues reported by users
  • Not suitable for higher education levels

Workman Publishing’s Everything You Need to Ace English Language Arts is part of the Big Fat Notebooks series designed to target specific subjects for middle schoolers. The book is full of valuable information that covers various topics, making it ideal for students looking to strengthen their foundation in English language arts. It can also serve as a useful reference for parents and teachers alike.

One of the key features that make this book stand out is the use of doodles and illustrations, which are not only visually appealing but also help ensure that concepts are easier to grasp. Furthermore, the book has an enjoyable writing style that eliminates the boredom typically associated with learning grammar and punctuation rules.

Despite its many strengths, some users have reported issues with the cover quality, and others may find the presentation too simplistic if they are looking for advanced educational resources. Overall, though, Workman Publishing Everything You Need to Ace English Language Arts in One Big Fat Notebook remains an excellent choice for middle school students and anyone seeking to improve their knowledge of English language arts.

A Programmer’s Guide to Computer Science

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

A must-have guide for every self-taught developer seeking to master mathematical computer science concepts and improve their coding skills.


  • Clear and concise explanation of key ideas
  • Good balance between content and brevity
  • Ideal for interview preparation


  • May not be suitable for total beginners
  • Some reported print quality issues
  • Error in a sample code on page 17

From my experience with A Programmer’s Guide to Computer Science, this compact but informative book serves as a valuable resource for any self-taught developer. It tackles essential topics that one needs to understand in order to develop more robust and efficient programs.

While reading the book, I appreciated the author’s ability to cover a wide range of subjects without getting overly technical or overwhelming for the reader. This made it possible for me to quickly digest the material and apply it to my real-life coding projects.

However, as a minor drawback, I noticed that the book might not be the best choice for someone who is just starting out with zero background in computer science. Apart from that, the overall content and the way it is presented make it a great investment for those who aim to enhance their programming skills and knowledge in computer science.

Baby University Board Book Set: A Science for Toddlers

Baby University Board Book Set: A Science for Toddlers

This board book set is an entertaining and educational introduction to science concepts for young children, sparking their interest in STEM fields early on.


  • Engaging and age-appropriate content
  • Appealing illustrations
  • Breaks down complex concepts


  • Limited reading age (up to 3 years)
  • May be too simplistic for older kids
  • A bit pricey

Having recently used the Baby University Board Book Set with my own child, I found the books to be an approachable and fun way to introduce youngsters to scientific concepts. Each book in the set breaks down complex ideas, such as general relativity and quantum physics, into bite-sized explanations paired with vibrant illustrations.

While the content is tailored for younger kids and works great for toddlers, it may not hold the interest of older children as much. Nevertheless, these books can serve as a solid foundation for further exploration into STEM fields as the child grows older. One of the drawbacks is the price, which might seem a bit high. However, the educational benefits and engaging content definitely provide value for money.

Overall, I highly recommend the Baby University Board Book Set for parents looking to spark their child’s interest in science and math from an early age. It’s an entertaining and accessible way to make learning fun and lay the groundwork for a love of STEM subjects later in life.

Life Skills for Kids: How to Cook, Clean, Make Friends, and More

Life Skills for Kids book cover

This book offers a comprehensive guide for pre-teens, teaching them essential life skills and making it a must-have for their personal development.


  • Wide range of important topics covered
  • Age-appropriate language and content
  • Encourages personal growth and self-sufficiency


  • May not be suitable for all pre-teens
  • Requires active engagement from the child
  • Some readers may find it basic

Last night, I read over a few chapters of the “Life Skills for Kids” book, and I was genuinely impressed by the author’s approach. Karen Harris effectively communicates crucial life skills, including cooking, cleaning, making friends, and handling emergencies, in language that pre-teens can quickly grasp and internalize.

As a parent, I found the segment on goal-setting and decision-making particularly helpful. Not only does the author explain how to set realistic goals, but she also discusses the importance of making good decisions, which can significantly impact a child’s future.

While the book may not suit every pre-teen, the majority of readers and parents will find it to be a valuable resource as they navigate daily challenges and work toward personal growth. With its easy-to-follow directions and engaging writing style, “Life Skills for Kids” is a timely guide for children learning to become responsible and independent.

Baby University ABC’s Board Book Set

Baby University ABC's Board Book Set: A Scientific Alphabet Board Book Set for Toddlers 1-3 (Science Gifts for Kids) (Baby University Board Book Sets)

This educational board book set is a great investment for introducing young children to scientific concepts while learning the alphabet.


  • Engaging and educational content
  • Durable and high-quality design
  • Grows with your child’s development


  • Some terms may be too advanced for the target age group
  • Concepts might be difficult for young children to understand
  • Language may be too complex for early learners

As a science enthusiast, I found the Baby University ABC’s Board Book Set to be a unique and engaging way to introduce my toddler to scientific concepts while learning the alphabet. These sturdy books have held up well against wear and tear, showcasing their robust build quality.

The illustrations are visually appealing and foster curiosity about scientific principles. While some of the content may be on the more advanced side for the target age group, these books can grow with your child as they develop their comprehension skills. Over time, the content can serve as a valuable resource to deepen their understanding of complex scientific concepts.

However, it is essential to consider that some terms and concepts could be challenging for young children to grasp fully. Despite that, the Baby University ABC’s Board Book Set is an excellent addition to any young child’s library, offering a unique approach to teaching the alphabet while fostering an early interest in science.

Everything You Need to Ace Science in One Big Fat Notebook

Everything You Need to Ace Science in One Big Fat Notebook book cover

If you’re looking for a comprehensive middle school science study guide, this book is an engaging and informative option.


  • Entertaining and educational writing style
  • Comprehensive coverage of middle school science topics
  • Easy-to-follow format with helpful diagrams


  • Not suitable for higher grade levels
  • Could be overwhelming for beginners
  • Minor damage in some copies

The Everything You Need to Ace Science in One Big Fat Notebook is designed to help students grasp the essentials of middle school science effectively. Its engaging writing style and presentation make it a joy to read, even for those who might not be enthusiastic about science.

The book covers a wide range of topics and presents them in a clear, concise manner. The diagrams and illustrations are not only visually appealing but also help clarify complex concepts. This makes it an excellent resource for homeschoolers and students looking to improve their understanding of science concepts.

However, it is important to note that this study guide is designed for middle school students and may not be the best fit for those in higher grade levels or those just starting their science learning journey. Additionally, some copies of the book may have minor damage upon arrival. Despite these cons, the majority of users find this book a valuable tool for mastering science at the middle school level.

Buying Guide

Choosing the best math books for computer science might seem overwhelming, considering the wide variety of options available in the market. To make things easier, we have compiled a few crucial factors to consider when making your decision:

Target Audience

Before buying a math book for computer science, consider the target audience of the book. Some books are written for beginner-level students, while others cater to intermediate or advanced learners. Choose a book that matches your current knowledge level and learning goals.

Topic Coverage

Different books cover different math topics needed for computer science. Consider what specific topics you’re aiming to learn, such as discrete mathematics, linear algebra, probability, or calculus. Select a book that best covers these topics in a clear and comprehensive manner.

Practical Examples and Exercises

A good math book for computer science should offer practical examples and exercises to help you grasp the concepts. Look for books that provide step-by-step explanations and coding examples that you can apply to real-world computer science problems.

Teaching Style and Clarity

Every author has their teaching style and way of presenting the information. Read reviews or check the book’s preview to determine whether the writing and explanations are clear and easy to understand. A well-structured book with a good teaching style will make the learning experience more enjoyable.

Relevance to Computer Science

Find a book that highlights the relevance of math concepts to computer science. This will give you better insights into how the theories and formulas presented in the book can be applied in your field of study or work.