The 7 Best Computer Science Textbooks

Updated September 12, 2018 by Chase Brush

7 Best Computer Science Textbooks
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We spent 45 hours on research, videography, and editing, to review the top choices for this wiki. With industry-related employment expected to grow at a booming pace over the next couple of decades -- 17 percent between 2014 and 2024, to be more precise -- students looking to enter a promising field or anyone considering a career change would do well to pick up one of these computer science textbooks. Many are geared toward beginners, but some are suitable for advanced levels of study. When users buy our independently chosen editorial picks, we may earn commissions to support our work. Skip to the best computer science textbook on Amazon.

7. Beginning Programming For Dummies

6. Barron's AP Computer Science

5. Computer Science: An Overview

4. Computer Science: A Structured Programming Approach

3. Introduction to Algorithms

2. Computer Science Illuminated

1. The Art of Computer Programming, Volume I

Before The Revolution

The first modern computers were huge, complex, mechanical contraptions weighing many tons.

Very few developments have impacted humanity as broadly and profoundly as computers have in less than a century. Obviously, what you're reading now — and everything else on the Internet — is stored in and reproduced by a computer, but PCs are just the tip of the iceberg. While groundbreaking inventions such as refrigeration systems, antibiotics, automobiles, and vaccines have all made huge differences in our lives, each of those technologies now relies on a set of microchips. Even though our society didn't start off with computers, it's now wholly invested in them, and in some cases dependent upon them.

The ancient Greeks began the known study of mechanized calculation with the Antikythera mechanism, a complex system of gears used to predict astronomical events. And, like so many technological developments of antiquity, this scientific understanding was buried for many hundreds of years as Europe stumbled through the religion-steeped Dark Ages.

The first modern computers were huge, complex, mechanical contraptions weighing many tons. An early engineer named Charles Babbage spent the middle portion of the 1800s perfecting his steam-powered Analytical Engine. Mechanical arithmetic devices had been around for hundreds of years, but Babbage designed his computer to use computational instructions read from a removable punch card, rather than a fixed set of operations. This flexibility helped make the Analytical Engine the first fundamentally complete computer in history, which is why many historians consider Babbage the father of the discipline. Babbage's assistant, Ada Lovelace, wrote the algorithms on which it ran, and is widely viewed as the first computer programmer.

The next 100 years saw engineers use a wide range of incompatible methods to construct computers both electronic and mechanical. In the mid-1930s, switching circuit theory and the Church-Turing Thesis helped unify and inspire the future of computer science — well before the microchip even existed, in a time when the U.S. Navy still used systems of gears, cams, and levers to aim artillery. The entire landscape changed in 1947, however, with the birth of the transistor, which led to the first vestiges of the Digital Revolution.

The Inescapable Machine Takeover

Computer science has massive influence on everyone's daily lives, even if we can't see it. From the alarm clock that starts each day to the sensors that never stop monitoring nuclear power plants, both the mundane and the absurdly important rely on tiny bursts of electricity traveling down precise and sensitive pathways. The incredible wealth of related interests directly reflects how pervasive the science is in our world.

Furthermore, the process behind making nanometer-scale transistors is unlike that of any other product in the world.

Humanity's best thinkers are constantly collaborating, determining what processes could hypothetically be automated, while our brightest mathematicians help them discern what's fundamentally possible. Similarly, some of the most studious and analytical young minds are enthralled by program and instruction design, as multitudes of exacting, extensively trained engineers turn silicon and gold into frameworks for the coders' creations. Some of these talented individuals dedicate their entire careers to the relationship between computers and their audio and video outputs; we have them to thank for immersive audiovisual experiences. Furthermore, the process behind making nanometer-scale transistors is unlike that of any other product in the world. Also critical are the systems analysts, who plan, install, implement, monitor, and repair the whole thing after it's constructed, while also having the social and communication skills to deal with clients.

Far removed from the home PC world, computing's theoretical side lives on the very cutting edge of modern technology. It got a jump-start from Vannevar Bush's 1945 essay As We May Think, which inspired the idea of hypertext as well as the invention of the mouse. Today, some of the world's most brilliant minds search for ways to completely revolutionize computing machines once again. Almost as quickly as CERN researchers can slam two particles together, others use that data to imagine how we can build computers using a wildly unfamiliar set of physical laws, as well as materials that are currently impossible to photograph. That's where computer science is headed; if you want to go with it, you have to start somewhere — and one of these books would make a great jumping-off point.

A Bright And Vast Future

The field of computer science isn't exactly a science in the classical sense. Rather, it's the meeting point of physics, mathematics, and electrical engineering, and it encompasses a huge number of disciplines overall. It's said that there are three main classifications within the field, but as with so many modern digital standards, no-one seems able to reach a consensus. However you divide them, there's a massive selection of careers and hobbies suitable for many different kinds of people.

By its nature, computer science offers quite a lot of starting points depending on your specific interests. There's an app built to control or monitor nearly every human activity, and many people find today's programming languages to be capable and powerful, if a bit challenging at times. There's no shortage of research and development positions available, particularly if you're a fan of the increasingly important and viable electric car. And although developers work hard to ensure that PC components and high-end software remain compatible with one another, it pays to have a bit of technical understanding before waging war with Windows in a quest for high resolutions and trilinear filtering. In addition, it's hard to miss the flood of new smart-home products, some of which seem like they require a science degree just to set up. All of these peripherals, plus a nearly endless list of others, combine to form a rapidly expanding job market in many divisions of the IT sector.

Whether you're programming new distribution algorithms to help feed the world, or just shoehorning a chunky GPU into your old desktop, there's a book, as well as a huge number of relevant certificates and degrees, that will help you get the most out of the 1s and 0s, no matter where in the process you want to be.


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Last updated on September 12, 2018 by Chase Brush

Chase is a freelance journalist with experience working in the areas of politics and public policy. Currently based in Brooklyn, NY, he is also a hopeless itinerant continually awaiting his next Great Escape.


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