I’ve seen many, many posts in forums asking about some good books to read to either get started in computer science, or what next steps to take after having read one intro book on a specific language. Of course none of them state what their goals are, other than they “want to learn to program”. But someone who just wants to write an occasional one off application for fun would take a vastly different route than someone wanting to earn a living as a programmer. This post is for the latter group, those who need in depth knowledge of how to design and develop systems, and are willing to accept that a lot of the process of getting there require a lot of hard work.
I’m not going to recommend specific books for several reasons: 1) Which books are good changes with time, the books I used to cut my teeth on are mostly out of print. 2) There are likely several books which are more than sufficient in each category, so there is no best book, each individual should choose books which suit their needs. 3) There are a lot of resources on line which can augment a book, for example some of the on-line course lectures, and it would be best to stick with the book(s) used in the course. 4) I have not read every book in every category, nor do I even know enough people for our combined readings encompass every book in every category, so it would be impossible to fairly represent every book. 5) I don’t recommend anyone go out and buy all of these books at once and try to read them in one sitting, rather they’ll have to be studied over time, so a better book might have come out while you were working your way through a different one. I would recommend individuals read reviews of whatever books are popular at the time they’re in the market for them.
The following topics should be considered required reading for everyone. No matter which type of programming you plan to get into, the following topics will provide a foundation to build on. The order of the books is not all that important, though you would obviously want to learn the basics a programming language as a first step. I have tried to put them in order so that it wouldn’t hurt to follow through them in the order listed.
- Basic language book: This can be something as basic as “Teach yourself x in y hours/days/weeks”. Just don’t expect to learn it as fast as the title says. The language you choose shouldn’t be of too much concern, by the time you’re ‘done’ with this program, you’ll likely have become familiar with many different languages. A very common mistake is for beginners to put too much weight into which is the best beginner language, just pick one and go.
- A more in depth language book: The basic book probably skipped over a lot of the features of the language. Choose a book which goes over the language in depth. There are many introductory books which do a good job of presenting the important parts of a language, so you might be able to get by with a book which combines #1, and #2.
- Data Structures and Algorithms: This is where you start to learn how to actually get work done, and get it done efficiently. This book, and the books that follow won’t focus so much on the programming language, but higher level concepts of how to design programs.
- Programming Languages: There are lots of languages out there, each with their strengths and weaknesses. There are also many common features among different languages. This book will help you decide which language features are available and which one is the best tool for whatever task you’re about to undertake.
- Computer organization: This book will definitely include assembly language as one of it’s topics, in fact many books titled “Assembly Language” will suit the bill nicely. The purpose of this topic is to get an idea of what’s going on under the hood to help you design more efficient systems, as well as explain why somethings are or aren’t possible.
- Operating Systems: Odds are you won’t be working directly with a machine, but will rely on an operating system to make working with the different parts of the machine easier. This book will likely assume you’re somewhat familiar with assembly language. Note, this is not a book titled something like “Teach yourself Windows XP in 21 Days”, but is a book which doesn’t focus on a specific operating system. It will concentrate more on the underlying concepts of how operating systems are designed. That’s not to say a book on the operating system you’re using isn’t a useful resource though.
- Discrete Mathematics: This book will almost definitely not contain any code, in fact, it might not even mention computers. It will abstract out the abilities of the computer into mathematical terms. This will allow you to transcend the specifics of the machine you’re working with to design efficient solutions to problems, while still keeping the solution as something that can actually be implemented on a computer.
- Networking: This shouldn’t be a “Network Programming in <Language X>”, but a book which focuses on the underlying principles of network communication. The book will likely not contain a single line of code, but it’s OK if it does. I wouldn’t recommend a totally abstract book, rather something that focus on TCP/IP with explanations of why certain things exist (or don’t exist) in the protocols would be OK.
For persons interested in game programming vs. those interested in business applications, the path taken will be different. Since my background is mostly in business applications, I can only recommend topics along those lines. Not all of these topics are specific to business programming per se’, but I don’t necessarily consider them to fall under the “required for everyone” heading. These topics are in no particular order and can be read concurrently with each other. And I would even go so far as to say you can read them concurrently with books in the “required” list.
- SQL and database design: Almost every business application will involve the use of a database of some sort. It is important to be fluent in the use of databases in order to work efficiently.
- Specific databases: Oracle and SQL Server, MySQL, etc: There are several different popular implementations of databases available, each with it’s own proprietary extensions to SQL. Unless you’re starting your own business, odds are you won’t get to choose which database implementation you get to work with, so it’s a good idea to be familiar with all of the most popular ones. Many books on a specific implementation also include a good into to SQL and database design, so you can combine this with book #1 on this list.
- Design Patterns: Many programs share similar ideas, so much so that it’s a good idea to give certain ideas or “patterns” names. This allows you to discuss and explain patterns of programs with other developers at a much higher level. Additionally design patterns serve as examples of good design, and will save you the trouble of inventing them yourself. There is also a concept of “anti-patterns” (also called pitfalls) which are examples of common bad design, which can also be of great help. I would also like to warn you specifically of one anti-pattern, and that’s the overuse of design patterns. I’ve seen many programmers get too excited over design patterns that they want to use them everywhere, so it’s important to know when and where to use them.
- Human Computer Interaction: Not all business applications involve a user interface, but you’ll likely end up writing many applications that do. Being able to develop a good, intuitive user interface is a very difficult task in most situations, but is one of the most important features required in order to make sure your application is actually useful.
- Object Oriented Design: This is mostly a required concept, and is generally covered somewhat in even basic books on programming languages which are base on object oriented concepts. But it’s a good idea to study specifics of object oriented design in depth.
- Computer Security: This is a definite must for any business application. It’s easy to be too naive and think no one will attempt to crack your application, or that they couldn’t possibly figure out your home grown obfuscation technique. Studying security will help you be skeptical about the security of every piece of your application and give you common tools to use to develop strong, robust, reliable systems.
Learn other languages:
- Object oriented language
- Scripting language
- Language with memory management built in.
- Language without automatic memory management (C would be my recommendation)
- Machine language
- Static typing
- Weak typing
Once you’ve built a foundation, you can’t stop learning there. Computer programming is a field which is constantly changing and will require continued effort towards learning new and different techniques. So, if you don’t like learning new things, this probably isn’t the field for you. There’s a good chance that most of the techniques you learn today won’t be of much use 10 years from now, and whatever you’ll be doing 20 years from now will be barely recognizable as programming to a programmer today. Many of the underlying concepts change much more slowly than the actual technology, which is why it’s important to learn them. When you understand the concepts, it’s much easier to find a tool to make it happen.