What is Computer Programming? A Comprehensive Guide

Portrait of Ada Lovelace

Ada Lovelace, considered by many to be the first computer programmer. (Image source: Wikipedia)

In the modern world, software is everywhere. From the apps on our smartphones to the systems powering businesses, the world runs on code. But what exactly is computer programming, and what do the people who program computers actually do? In this in-depth guide, we‘ll explore the past, present, and future of this fascinating field.

Definition of Computer Programming

At its essence, computer programming is the process of designing and building an executable computer program to accomplish a specific computing result or to perform a particular task. It involves analyzing a problem and expressing its solution in code using a programming language, which provides a way for a programmer to communicate instructions to be executed by a computer.

Computer pioneer Niklaus Wirth summed it up aptly in the title of his 1973 book:
"Algorithms + Data Structures = Programs"

In other words, programs are built by combining algorithms, which define the logic and flow of how a program works, with data structures, which define how data is stored and accessed.

History of Programming

The ENIAC computer

Programmers with the ENIAC, the first general-purpose electronic computer. (Image source: U.S. Army)

While the concept of an algorithm originated long ago with mathematicians like Euclid and Al-Khwarizmi, the history of computer programming really began in the 1800s with pioneers like Ada Lovelace and Charles Babbage. Lovelace is often considered the first computer programmer for her work detailing how Babbage‘s hypothetical Analytical Engine could be programmed to calculate Bernoulli numbers.

However, it wasn‘t until the 1940s and the development of the first electronic computers that programming really took off. The earliest computers were programmed in machine language, patterns of bits that instructed the computer what to do. This quickly evolved into the first assembly languages like Short Code in the late 1940s, which abstracted the raw machine language into mnemonic codes.

Throughout the 1950s, computer scientists developed the first high-level programming languages like FORTRAN and COBOL, which allowed programmers to express algorithms and solutions in a syntax closer to natural language. Subsequent decades saw an explosion of new programming languages, each building on the concepts of those before and adding new paradigms.

Logos of several popular programming languages

Just some of the hundreds of programming languages in use today.

According to the TIOBE Index, which tracks programming language popularity, the most used languages as of 2021 are C, Python, and Java, but there are literally hundreds in common use. Web development alone uses languages like JavaScript, Ruby, PHP, and dozens more.

Types of Programming Languages and Paradigms

There are numerous ways to classify programming languages, each useful in understanding their design and use case. One high-level distinction is between compiled languages, which are converted to machine code that the processor can execute directly, and interpreted languages, which are read and executed by a separate program called an interpreter.

Another important distinction is programming paradigm, which describes the style and approach used to solve problems:

Imperative languages describe a program as a sequence of statements that change the program‘s state. Languages like C and Pascal are imperative.

Declarative languages describe the desired result without specifying how to achieve it. SQL and other query languages are declarative.

Object-oriented programming (OOP) organizes a program as a collection of objects, which contain both data and behavior. Java, C++, and Python support OOP.

Functional programming treats computation as the evaluation of mathematical functions and avoids state changes. Lisp, Haskell, and Erlang are functional languages.

Many modern languages support multiple paradigms, allowing programmers to use the best approach for a given problem.

Types of Programming Jobs

Just as there are many types of programming languages, there is a wide range of careers available for programmers, depending on their interests and skills:

Web developers build websites and web applications, often using languages like JavaScript, CSS, PHP, and Ruby. They may specialize as front-end developers handling the user interface, back-end developers handling the server, database and application logic, or full-stack developers doing some of everything.

Mobile developers build apps for smartphones and tablets, using languages and frameworks like Swift and Objective-C for iOS, Java for Android, and cross-platform tools like React Native and Flutter.

Systems programmers write low-level code to interface with computer hardware and manage resources like memory and CPU processing. They typically work in languages like C, Rust, and assembly.

Data scientists use languages like Python, R, and SQL to analyze large datasets and create predictive models and data visualizations.

Embedded systems developers write software to control machines and devices, working with languages like C, C++, and assembly to interface at a low level with hardware.

Game developers build video games, which involve a combination of graphic design, simulation, and interaction with player controls. C++ and C# are popular for game engines, while Lua and Python are often used for scripting game logic.

This is just a sampling of the many domains where programming plays a key role in creating software to meet human needs. There are also many supporting roles like quality assurance engineer, product manager, and technical writer where programming skills are very valuable.

Bar chart showing projected growth in programming jobs

The U.S. Bureau of Labor Statistics projects 22% job growth for software developers between 2020 and 2030.

Skills and Traits of Successful Programmers

What makes a great programmer? While the stereotypical coder is an introverted computer geek, the reality is that many skills contribute to programming success:

Problem-solving ability – Being able to think logically and break down a problem into steps a computer can follow is the most fundamental requirement for a programmer.

Patience and persistence – Coding involves trial and error, and bugs are inevitable. Successful programmers are willing to keep trying to solve difficult problems.

Attention to detail – A misplaced semicolon or an off-by-one error can completely break a program. Programmers need the ability to focus on the fine points.

Communication skills – While writing code is solitary work, programmers must also discuss complex technical topics with team members and communicate with non-technical stakeholders.

Constant learning – With programming languages and tools constantly evolving, developers need to continually learn and upskill to stay current in their field.

Creativity – While programming requires following specifications, the best programmers are creative problem-solvers who find innovative and elegant algorithms to complete a task.

Learning Resources and Becoming a Programmer

With the huge demand for programmers worldwide, many people are attracted to the field. Fortunately, with the rise of coding bootcamps and online learning platforms, it‘s easier than ever to learn programming skills outside of a formal computer science degree program.

Here are some of the best online resources for learning to code:

  • freeCodeCamp – Free online courses, programming projects, and certifications.
  • Khan Academy – Free courses on computer programming, computer science, and related topics.
  • Codecademy – Free and paid interactive coding courses in numerous languages.
  • Udemy – Low-cost video courses on a wide range of programming topics and languages.
  • MIT OpenCourseWare – Free courses and materials from the Massachusetts Institute of Technology.

Many learners also supplement online learning with coding bootcamps, intensive multi-week programs designed to get students job-ready quickly. While these can be expensive, they often offer career support and networking opportunities that can be very valuable for finding that first programming job.

Whichever path you choose, the most important things are to be continually learning, building projects, and surrounding yourself with others to learn from. Contributing to open source projects and participating in coding communities like GitHub and Stack Overflow are great ways to hone your skills.

The Future of Programming

As Marc Andreessen famously said, "Software is eating the world." With our modern world increasingly dependent on software, the need for skilled programmers will only continue to grow.

Emerging technologies like artificial intelligence, virtual and augmented reality, robotics, and blockchain are creating demand for programmers with specialized skills. At the same time, no-code and low-code tools are starting to automate the creation of basic applications, freeing programmers up to focus on more complex and innovative solutions.

But even as the specific languages and tools evolve, the core principles of programming – breaking down problems logically and expressing their solutions in code – will remain central to a successful software development career well into the future.

Conclusion

We‘ve covered a lot of ground in this whirlwind tour of computer programming, from its theoretical origins to the modern languages and career paths available to programmers today. To summarize:

Computer programming is the process of designing and building an executable computer program to accomplish a specific computing result. It involves analyzing a problem, expressing its solution in code using a programming language, and debugging and testing the program to ensure it works as intended.

There are numerous programming languages and paradigms in use today, each suited for different use cases and domains. Successful programmers combine technical coding skills with problem-solving ability, persistence, attention to detail, communication, and creativity.

Learning to code has never been more accessible thanks to the wealth of online resources and coding bootcamps available. With software central to modern life and emerging technologies creating new programming challenges, it‘s an exciting time to be a part of the world of computer programming.

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