From Machine Language to English | The Journey of Programming Languages

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Imagine you’re traveling in China and you encounter locals who don’t speak English. Without a smartphone, communication seems daunting. What are your options? You could learn Mandarin, but to teach English to the residents, you’d first need to understand their language. It’s a catch-22 situation.
Now, picture the local as a computer that ‘speaks’ a different language. You know English, but the computer operates in binary. Do you rewire the hardware, or do you find a way to translate your English into a language the computer understands? This is where programming comes in. You can develop a program that translates English commands into binary operations the computer can execute. That’s the essence of computer languages.
So, without further ado, let’s dive in and explore this fascinating process.
 
1883: The Beginnings
Ada Lovelace is celebrated as the pioneer of programming because she was the first to see the true potential of computers. She envisioned them as more than just complex calculators. Lovelace wrote the world’s first computer algorithm for Charles Babbage’s Analytical Engine, a groundbreaking early computer. This machine was designed to be programmed with punched cards
The Analytical Engine boasted impressive features for its time, like a “Mill” for processing operations and a “Store” for memory, which could hold up to a hundred 50-digit numbers. It was even capable of altering its operations mid-task based on previous results to decide its next move.
But Ada Lovelace’s vision didn’t stop at numbers. She predicted that this machine could one day create music and art, and be used for a variety of practical and scientific tasks. She introduced concepts like looping and conditional branching—ideas that are essential in today’s computing.
Her work suggested that the Analytical Engine could be a versatile tool for all kinds of computing tasks, not just arithmetic. This idea laid the foundation for the modern concept of a general-purpose computer, expanding the horizons of what computers could do beyond what Babbage had imagined. That’s why Ada Lovelace is often honored as the Very First Computer Programmer.
1940s: The Rise of Assembly Languages
In the 1940s, a big leap in computing came with the birth of assembly languages. Imagine the earliest digital computers as complex puzzles with limited memory, where programming them with just 0s and 1s (machine code) was like solving the puzzle in the dark—tricky and full of potential mistakes.
To shed some light, programmers invented a new way to talk to computers. They used simple words and symbols, called mnemonics, to represent the complex machine code instructions. Think of it as using shortcuts to remember long, complicated directions. This clever trick led to the creation of assembly language, making the programmers’ job much more straightforward.
Assembly language is like a bridge between the raw language of the computer (machine language) and something a bit more human-friendly. It’s closely linked to the computer’s brain, the CPU, and is perfect for tasks that need a tight grip on the computer’s hardware.
This innovation was a huge stride towards coding that’s easier to read and understand. It laid the groundwork for the programming languages we use today and is still a vital tool for teaching computer science. Plus, it’s used in system programming and other areas where you need to control the hardware directly.
 
1950s: The Advent of High-Level Languages
In the 1950s, a new chapter in computing began with the introduction of high-level programming languages. These languages simplified coding by hiding the complex details of machine code, making it easier for people to program.
FORTRAN, created by John Backus at IBM, was a pioneer in this field. Standing for “Formula Translation,” FORTRAN was the first of its kind. It was designed to streamline programming, especially for scientific and engineering tasks. Programmers could now write code that resembled the scientific formulas they were used to, making their work more straightforward.
After FORTRAN came COBOL, short for “Common Business-Oriented Language.” This language focused on business data processing and was crafted to be user-friendly for non-programmers like managers and accountants. COBOL made it a breeze to manage vast amounts of data, which was crucial for business operations.
1960s: Structured Programming
The 1960s brought a revolutionary idea to the world of computing: structured programming. ALGOL, short for Algorithmic Language, was at the forefront of this movement. It introduced a way to organize code into distinct sections or “blocks,” which could be crafted and tested on their own before being pieced together. This method not only made coding more efficient but also set the stage for the development of many languages we use today.
Structured programming marked a departure from the cumbersome and mistake-filled days of writing in machine or assembly language. It shifted towards a style that was much easier for humans to read and write. These early languages paved the way for the diverse array of programming languages available now, each tailored for different tasks and purposes.
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1970s: The Proliferation of Languages
The 1970s marked a significant period in the evolution of programming languages. It was during this decade that the C programming language was created. C was revolutionary because it managed to combine the efficiency and control of assembly language with the abstraction and ease-of-use of high-level languages. This meant that programmers could write code that was both powerful and portable across different hardware platforms.
1980s: Object-Oriented Programming
The 1980s brought about another paradigm shift with the introduction of C++. C++ was developed as an extension of C, and it introduced object-oriented programming (OOP) features. OOP is a programming paradigm that uses “objects” — data structures consisting of data fields and methods together with their interactions — to design applications and computer programs. This allowed for a new way of organising and modeling data, making it easier to manage complex software systems and enabling code reuse through inheritance and polymorphism.
1990s: The Rise of Java and the Internet
The 1990s marked a significant shift in technology with the rise of the internet.
Java was introduced in 1995 and became popular due to its Write Once, Run Anywhere (WORA) capability, meaning that compiled Java code could run on all platforms that support Java without the need for recompilation.
Java’s portability, robustness, and security features made it ideal for the burgeoning web development scene.
2000s: The Simplicity of Python and Open-Source Movement
In the 2000s, Python rose to prominence. Its design philosophy emphasized code readability and syntax simplicity, which allowed programmers to express concepts in fewer lines of code compared to other languages.
The open-source movement gained momentum, and Python’s open-source nature meant that a community of developers could contribute to its development and extend its capabilities.
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2010s and Beyond: Focus on Safety and Interoperability
More recently, languages like Swift and Kotlin have been developed with a focus on modern needs.
Swift, introduced by Apple in 2014, is known for its safety, speed, and expressiveness. It’s used for developing iOS and macOS applications.
Kotlin, announced in 2011 and officially released in 2016, is praised for its conciseness and interoperability with Java. It’s become a popular choice for Android app development.
Both languages aim to eliminate common programming errors and offer syntactic simplicity, making them more accessible to a broader range of developers.
2024 and Future: As Simple as English ?
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Programmers aim to make tasks easier and more accessible for everyone. It’s evident that programming languages are becoming simpler, much like English. With the advent of chatbots that can code from an English prompt, one might joke that English could replace programming languages soon, and AI will be pivotal in this shift. Does this mean programmers’ jobs are at risk? Probably not, but that’s a discussion for another time. Let’s wrap it up here.

Thank you for reading our exploration of the evolution of programming languages and the intriguing prospect of English becoming a programming language. Your engagement means a lot to me! I eagerly await your thoughts and feedback in the comments below.
Signing off 🙋‍♂️
Akshat Gulati (@weird_pixel_)
jaisharan2
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Joined: Wed Nov 29, 2023 10:57 am

Awesome thread bro perfect covered 
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