The action of mathematical calculation is called computation. There are many ways through which this is achieved and it dates back to ancient human civilization when man learned to add different numbers followed by their subtraction. What started as a tool for counting has now become the basis of modern human civilization. From computers to automobiles, everything runs on the basic computational theory. In this list, we take a look at the 10 of the best books on computation.

Computation which was used by Alan Turing in the 1940’s to create the Turing machine has been the core of modern-day computing. It is fair to say that without computing today’s world would be unimaginable. Everything in today’s world uses computing or computers in one way or the other which makes learning about the computation not only worthwhile but also relevant in modern times. There are many job opportunities that arrive with learning computation and programming. The list mentioned below of popular books on computation has something for everyone. As beginners can pick something which has all the basic as well as for the professionals who can increase their knowledge even more by reading an in-depth analysis of the theories and their usage.

## Theory of Computation

Written by Dexter C. Kozen, this book covers core materials of computation and its foundation that clears the basics of anyone who is getting into computation In general.

**Read it For:**- This book can be immediately applied to any research that a student is doing, such is the vastness of this book.

**Don't Read it For:**- This book contains all theories of computation in detail so readers looking into reading just a part of it would have to go through any information that is not needed to them.

**What makes this book stand out?:**- The detailed explanation of every theory with their examples is given in this book which is really helpful to college students as well as research students.

## Understanding Computation: From Simple Mechanics to Impossible Programs

Written by Tom Stuart, this book teaches programming language and computation theory is an engaging and practical way.

**Read it For:**- If you want to understand ideas and how they can inform the everyday programming then this book is for you.

**Don't Read it For:**- If you’re short on time then this book wouldn’t help you much.

**What makes this book stand out?:**- A practical alternative to every theorem has been explained in the book which makes understating very easy. This is why it is always included in any list of books on computation.

## Elements of the theory of computation

Written by Harry R Lewis, this book is a general yet comprehensive introduction to the classical and classical theory of computation.

**Read it For:**- This is first and foremost a math book so people who really want to learn the mathematical aspects of computing should get this book.

**Don't Read it For:**- This book doesn’t teach much about the programming aspects of computing.

**What makes this book stand out?:**- Computing is the first and foremost theory of any programming and through this book, one can master the basics of computing.

## Numbers Talk: Whole Number Computation

This book is written by Sherry Parrish and it has a series of five to fifteen-minute classroom conversations which is created around problems that can be solved mentally.

**Read it For:**- An out of box attempt at learning computation, this books makes understanding computation theory a child’s play.

**Don't Read it For:**- Given it’s aimed at teenagers, it cannot be used as a reference book for research purposes.

**What makes this book stand out?:**- The easy nature of the book means anyone could pick this up and give it a try.

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## Deep Learning (Adaptive Computation and Machine Learning Series)

Written by Ian Goodfellow, this book is an introduction to a vast range of topics in deep learning which covers mathematical as well as programming aspects of computing.

**Read it For:**- To gain an insight into the theories that are responsible for computation programming.

**Don't Read it For:**- This book doesn’t cover the basics well so anyone who doesn’t have any knowledge of computing must not start with this book as their first.

**What makes this book stand out?:**- The vastness of the knowledge that it covers is beyond anything that another book manages.

## The Nature of Computation

The book is written in a way which makes even the complex theories of computer science easy to understand. This book is quite good for understanding the concepts even if you do not belong from a computer science background.

**Read it For:**- This writing of this book is quite innovative which makes it easier to understand and follow.

**Don't Read it For:**- This book is not that informative for people who are already experts in this field.

**What makes this book stand out?:**- This book is very informative and innovative which makes even the complex theory understandable and is clearly one of the most popular books on computation.

## Introduction to the Theory of Computation

This book one of the most sought-after one when it comes to understanding the basic as well as complex theories of computations. This book also has a very engaging style of writing.

**Read it For:**- Easy and approachable was of explaining even the most complex theories.

**Don't Read it For:**- Easy and approachable was of explaining even the most complex theories.

**What makes this book stand out?:**- This book is has a very clear way of explaining the basic and fundamental concepts of computational theories and is often amongst the 10 best-selling books on computation.

## Introduction to Automata Theory, Languages, and Computation

This book not only contains explanations for the concepts but also has several problems to understand the practical applications of these concepts.

**Read it For:**- This book contains all the present advancements in the computational theory and also has many practical applications.

**Don't Read it For:**- This book is not suitable for people who are beginners and just starting to pursue this field.

**What makes this book stand out?:**- This book is not suitable for people who are beginners and just starting to pursue this field.

## Quantum Computing Since Democritus

This book helps us visit some of the deepest concepts of computation and progresses from the concepts which are several years old to the present ones.

**Read it For:**- This book has a very fascinating and informal way of writing and also contains some interesting concepts like paradox and time travel.

**Don't Read it For:**- This book is not so suitable for people who are just starting out in this field.

**What makes this book stand out?:**- The engaging style of writing and integration of several interesting concepts makes this book a must-read.

## Alan Turing: The Enigma

This book is an autobiography of Alan Turing, the inventor of the computer and follows the concepts of computation from its very beginning.

**Read it For:**- This book is a fascinating tale of the history of the development of techniques in computer science.

**Don't Read it For:**- This book is not so suitable for people who are not interested in history.

**What makes this book stand out?:**- This book is so popular that it was also the inspiration for the Hollywood movie “The Imitation Game”. This book follows the various concepts by Alan Turing.