Which programming language is most useful for AI development?

“Which programming language is most useful for AI development?”

“Best Programming Languages for AI Development“

The phrase “with AI” is nothing new. AI has become so ubiquitous in development that it’s hard to find a field where it hasn’t been applied. With the explosive growth in demand, the AI industry is becoming huge. In line with this trend, education for AI development is also diversifying.

For those who want to learn AI, the first thing they encounter is AI programming languages. While some languages are strong in numerical analysis, there are programming languages that have their strengths, such as languages that excel in natural language processing. According to data-driven technology portal Dataconomy, these are the top 5 programming languages for AI development:

1. Python

Python is characterized by a simple syntax and expression structure that resembles the human thought system, making it easy for beginners to learn. This makes it easy to maintain and manage. It also has an abundance of external libraries, making it easy to extend for various purposes. In fact, Python is used not only for web development but also for data analysis, machine learning, graphics, and academic research, making it excellent for productivity. However, it is considered to be slow and not optimized for mobile app development.

2. Java

Java is an important language for AI and is also known as an object-oriented programming language. It is widely used, especially when creating mobile apps. The most important strengths of Java as an AI language are its ease of use, fast debugging, portability, and autonomous memory management.

3. JavaScript

JavaScript is an object-based scripting language that allows you to write the content of the web with HTML, design the web with CSS, and implement the behavior of the web with JavaScript. Its strength is its ability to seamlessly interact with other source code. Like Java, JavaScript has a sizable developer community to support its development. JavaScript can control front-end and back-end operations, including multimedia, buttons, and data storage.

4. R

R is a programming language and software environment for statistical calculations and graphics. It is mostly used in data science, a field that relies heavily on artificial intelligence. The strength of the R language comes from its ability to handle statistical data. It consists of time series analysis, grouping, visualization, and linear and nonlinear modeling. It is considered a great tool for creating machine learning algorithms because it can store and access data efficiently.

5. Scala

Scala is a functional programming language. Scala is one of the most advanced programming languages for building websites, web-based applications, and processing data. It is arguably the most necessary language for AI engineers because it supports parallel processing and has several excellent AI libraries. Scaladex, a database of all Scala libraries, including those for AI, is available after you learn Scala for AI.