Natural Language Processing(NLP) VS Programming Language

In the world of computers, there are mainly two kinds of languages: Natural Language Processing (NLP) and Programming Languages. NLP is all about understanding human language while programming languages help us to tell computers what to do. But as technology grows, these two areas are starting to overlap in cool ways, changing how we interact with machines.

This article will explain the basics of both NLP and programming languages, their differences, and how they're beginning to work together. Let's dive into the topic to understand the basic difference between them.

What is Natural language processing?

Natural language processing is an area of research in computer science and artificial intelligence (AI) concerned with processing natural languages such as English or Mandarin. This processing generally involves translating natural language into data (numbers) that a computer can use to learn about the world. This understanding of the world is sometimes used to generate natural language text that reflects that understanding. A natural language processing system is often referred to as a pipeline because it usually involves several stages of processing where natural language flows in one end and the processed output flows out the other.

How does Natural language processing(NLP) Works?

1. Understanding Human Language
2. Convert it into computer language
3. Translated the language and learn
4. Give human-readable text
5. Natural language processing works in multiple stages just like a production line.

What is a Programming Language?

Programming languages are more formal, and structurally instructing a computer to perform certain tasks or manipulate data. These Programming languages provide us with a way for humans to communicate with machines. Each programming language has its own set of rules, and syntax that give direction on how instructions are written for execution. There are several programming languages available, each designed for specific purposes, such as web development ( JavaScript, Python), system programming ( C, C++), data analysis ( R, Python), etc.

How does Programming Language Works?

1. Give instructions to the computer
2. Then we write code
3. Communication
4. Multiple languages to give instructions to the computer
5. Developers has multiple tools like code editor

Differences Between Natural Language Processing and Programming Language

Similarities between Natural Language Processing and Programming Language

After being so many differences there are multiple similarities in between Natural Language Processing(NLP) and Programming Language.

1. NLP and programming languages have their own sets of syntax and rules.
2. Both have provided multiple levels of abstraction
3. Both have tools and libraries.
4. For pattern recognition, both have pattern recognition algorithms
5. Both NLP and programming languages is abstraction of Complexity

Similarities in Programming language and Natural language

There are multiple similarities in learning a programming language and natural language in term of structure syntax, rules, and the main part is message transferring. However, there are multiple basic differences in aim and actual purpose:

• The actual aim of Natural Language is to conveying our message to others using thoughts and emotions via multiple languages like Hindi, English, etc.. while on the other hand Programming languages are formal made for instructing computers and use to make software, app, algorithms.
• As far as language structure or syntax is concerned Natural languages have flexible syntax because of wide range of expressions that follow particular language grammar while on the hand Programming languages are strict, rules to ensure precise instructions for computers.