The Computer Science Book
The Computer Science Book
A complete introduction to computer science in one book
About the Book
Learning computer science is difficult. Things are even tougher if you’re learning by yourself. This book is trying to change that.
When I started my first real programming job, fresh from a bootcamp, I was crushingly aware of how little I knew. Worse than that, I was constantly reminded of how much I didn’t even realise that I didn’t know. Well-meaning colleagues would casually mention some concept or convention that I’d simply never heard of.
The obvious thing to do is to study computer science. But how do you study computer science if a four year degree isn’t an option? Where should you start? How do you chart your way through the whole of computer science, studying topics in the right order? Which of the many classic textbooks should you read?
After years of study, I’ve written a book that will make computer science easy. Ten concise chapters covering each of the major areas will give you a comprehensive introduction to the fundamentals and guide you towards the best resources for further study. We’ll cover everything you need to be an effective developer. You’ll understand how everything fits together, be confident of what you know and, even more importantly, be aware of what you don’t know. Each chapter functions as both a standalone introduction and a primer for further, independent study.
About the Author
Reader Testimonials
Adrian Booth
This book is an essential read for anyone who felt they missed out on a computer science education, but also is a great reference guide for graduates. Tom distils each topic beautifully and succinctly, making it an overall joy to read where you're provided just enough information on a topic to leave you craving more. It's choc full of references to guide you in exploring each topic in more detail and contains many visual aids which assist you along the way
John Whiles
I read this book to get an overview of computer science. I'm a working programmer, but I lacked some of the knowledge that would help me progress in my career. This book covers the topics I lacked confidence in. I now feel like I can understand discussions about topics like algorithmic complexity, compilers, networking and more. If I need to go deeper, I now have a solid base to work from. I’ve been able to apply some of the content to my day to day work
Table of Contents
- Introduction
-
Theory of computation
- Introduction
- Automata theory
- Computability
- Algorithmic complexity
- Conclusion
- Further reading
-
Algorithms and data structures
- Introduction
- Data structures
- Abstract data types
- Algorithms
- Conclusion
- Further reading
-
Computer architecture
- Introduction
- Representing information
- Circuits and computation
- The processor
- Memory
- Performance optimisations
- Conclusion
- Further reading
-
Operating systems
- Introduction
- Common operating systems
- The boot process
- Interrupts: hardware support for software
- The kernel
- Managing the processor
- Managing memory
- Managing persistence
- Conclusion
- Further reading
-
Networking
- Introduction
- What is a network?
- The networking stack model
- The Internet Protocol
- Transmission Control Protocol
- Internet addressing and DNS
- The web, hypertext and HTTP
- Conclusion
- Further reading
-
Concurrent programming
- Introduction
- Concurrency, parallelism and asynchrony
- Determinacy and state
- Threads and locks
- JavaScript and the event loop
- Communicating sequential processes in Go
- Conclusion
- Further reading
-
Distributed systems
- Introduction
- Why we need distributed systems
- A theoretical model
- Handling network partitions: the CAP theorem
- Consistency models
- Consistency protocols
- Conclusion
- Further reading
-
Programming languages
- Introduction
- Defining a programming language
- Programming language concepts
- Programming paradigms
- Type systems
- Conclusion
- Further reading
-
Databases
- Introduction
- What does a database offer?
- Relational algebra and SQL
- Database architecture
- B-trees
- Indexes
- Concurrency control in SQLite and Postgres
- Conclusion
- Further reading
-
Compilers
- Introduction
- Compilation and interpretation
- The program life-cycle
- Building a compiler
- Who to trust?
- Conclusion
- Further reading
The Leanpub 45-day 100% Happiness Guarantee
Within 45 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms
Do Well. Do Good.
Authors have earned$10,799,408writing, publishing and selling on Leanpub, earning 80% royalties while saving up to 25 million pounds of CO2 and up to 46,000 trees.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers), EPUB (for phones and tablets) and MOBI (for Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
Top Books
- #1
Aprendiendo Git
Miguel Angel Durán GarcíaGit no es complicado... ¡Si lo entiendes! 😜
¿Sientes que sabes usarlo porque has memorizado todos los comandos que necesitas? ¡Pero no entiendes qué hace cada cosa y por qué! Así es normal que, cuando exista un problema, te cueste resolverlo.
¡Con este libro vas a entender de una vez por todas todo lo que es Git y cómo sacarle provecho!
- #2
C++20
Rainer GrimmC++20 is the next big C++ standard after C++11. As C++11 did it, C++20 changes the way we program modern C++. This change is, in particular, due to the big four of C++20: ranges, coroutines, concepts, and modules.
- #3
Introducing EventStorming
Alberto BrandoliniThe deepest tutorial and explanation about EventStorming, straight from the inventor.
- #4
Functional Programming Made Easier
Charles ScalfaniA Functional Programming book from beginner to advanced without skipping a single step along the way.
In my 40 years of programming, I've felt that programming books always let me down, especially Functional Programming books. So, I wrote the book I wish I had 5 years ago.
Functional Programming will never be easy, but it can be easier.
- #5
Windows 10 System Programming, Part 2
Pavel Yosifovich - #6
Ansible for DevOps
Jeff GeerlingAnsible is a simple, but powerful, server and configuration management tool. Learn to use Ansible effectively, whether you manage one server—or thousands.
- #7
Jetpack Compose internals
Jorge CastilloJetpack Compose is the future of Android UI. Master how it works internally and become a more efficient developer with it. You'll also find it valuable if you are not an Android dev. This book provides all the details to understand how the Compose compiler & runtime work, and how to create a client library using them.
- #8
Thinking with Types
Sandy MaguireThis book aims to be the comprehensive manual for type-level programming. It's about getting you from here to there---from a competent Haskell programmer to one who convinces the compiler to do their work for them.
- #9
node-opcua by example
Etienne RossignonGet the best out of node-opcua through a set of documented examples by the author himself that will allow you to create stunning OPCUA Servers or Clients.
- #10
OpenIntro Statistics
David Diez, Christopher Barr, Mine Cetinkaya-Rundel, and OpenIntroA complete foundation for Statistics, also serving as a foundation for Data Science.
Leanpub revenue supports OpenIntro (US-based nonprofit) so we can provide free desk copies to teachers interested in using OpenIntro Statistics in the classroom and expand the project to support free textbooks in other subjects.
More resources: openintro.org.
Top Bundles
- #1
Software Architecture for Developers: Volumes 1 & 2 - Technical leadership and communication
2 Books
"Software Architecture for Developers" is a practical and pragmatic guide to modern, lightweight software architecture, specifically aimed at developers. You'll learn:The essence of software architecture.Why the software architecture role should include coding, coaching and collaboration.The things that you really need to think about before... - #2
CCIE Service Provider Ultimate Study Bundle
2 Books
Piotr Jablonski, Lukasz Bromirski, and Nick Russo have joined forces to deliver the only CCIE Service Provider training resource you'll ever need. This bundle contains a detailed and challenging collection of workbook labs, plus an extensively detailed technical reference guide. All of us have earned the CCIE Service Provider certification... - #3
The Python Craftsman
3 Books
The Python Craftsman series comprises The Python Apprentice, The Python Journeyman, and The Python Master. The first book is primarily suitable for for programmers with some experience of programming in another language. If you don't have any experience with programming this book may be a bit daunting. You'll be learning not just a programming... - #4
Modern C++ Collection
3 Books
Get All about Modern C++C++ Standard Library, including C++20Concurrency with Modern C++, including C++20C++20Each book has about 200 complete code examples. Updates are included. When I update one of the books, you immediately get the updated bundle. You can expect significant updates to each new C++ standard (C++23, C++26, .. ) and also... - #7
Pattern-Oriented Memory Forensics and Malware Detection
2 Books
This training bundle for security engineers and researchers, malware and memory forensics analysts includes two accelerated training courses for Windows memory dump analysis using WinDbg. It is also useful for technical support and escalation engineers who analyze memory dumps from complex software environments and need to check for possible... - #9
Development and Deployment of Multiplayer Online Games, Part ARCH. Architecture (Vol. I-III)
3 Books
What's the Big Idea? The idea behind this book is to summarize the body of knowledge that already exists on multiplayer games but is not available in one single place.And quite a fewof the issues discussed within this series (planned as three nine volumes ~300 pages each), while known in the industry, have not been published at all (except for...
