Best Programming Language for AI Development in 2023 Updated

The brain controls thought, memory, emotion, motor skills, vision, breathing, and touch. This complex structure of the brain became a source of inspiration for scientists and the concept of AI emerged. AI is the ability of a computer or robot to perform humanoid tasks. You’ve probably seen what artificial intelligence (AI) can do in science fiction movies like Terminator or Her.

Julia is a newer language that’s gaining popularity for its speed and efficiency. And if you’re looking to develop low-level systems or applications with tight performance constraints, then C++ or C# may be your best programming languages for artificial intelligence best bet. C++ is a popular programming language known and loved for its speed and efficiency. It executes code quickly, making it an excellent choice for machine learning and neural network applications.

Best Programming Languages for Machine Learning

It means that it will enable you to
write your code in a way that focuses on composing functions together instead
of focusing on variables and data structures. Netscape Communications Corporation
developed JavaScript in 1995, but the standardization of JavaScript only began
in 1997 when Ecma International adopted it as ECMAScript. Artificial intelligence (AI) has been around for a very long time. We have seen, used, and become accustomed to this area of technology, which is continually improving.

  • Additionally, Java is a relatively safe and scalable programming language, making it an excellent choice for applications on a large scale.
  • We’ve compiled a list of programming languages for artificial intelligence to help you make an informed choice.
  • With Python, you can build both AI applications and projects such as website and game development.
  • Unlike R and Python, Julia is compiled, like C or Fortran, so it’s fast.
  • You can use Python
    development in various AI applications, including natural language processing
    (NLP), machine learning, deep learning, and robotics.
  • A web-based dashboard also lets users see the results of machine learning algorithms.

The bottom line is that Python is considered the best AI programming language because of its simplicity. It also provides interfaces for all major commercial databases. When it comes to scalability, it provides a better structure and support for large enterprise programs than it does for simple shell scripts. The term Artificial intelligence was made up by John McCarthy who invented LISP. Another pioneer was Marvin Minsky, who founded the AI lab at MIT. JavaScript is also blessed with loads of support from programmers and whole communities.

Languages used in Artificial Intelligence

If you already know Java, you may find it easier to program AI in Java than learn a new language. Technically, you can use any language for AI programming — some just make it easier than others. Not only are AI-related jobs growing in leaps and bounds, but many technical jobs now request AI knowledge as well.

best programming languages for artificial intelligence

AI has huge potential to grow because we want it to reach human intelligence or develop even beyond it. Lisp’s syntax is unusual compared to modern computer languages, making it harder to interpret. Relevant libraries are also limited, not to mention programmers to advise you. One key feature is its compatibility across platforms, so you don’t have to rewrite code every time you use a different system.

AI Programming With Python

Java is a versatile and powerful programming language that enables developers to create robust, high-performance applications. C++ is a general-purpose programming language with a bias towards systems programming, and was designed with portability, efficiency and flexibility of use in mind. Polls, surveys of data miners, and studies of scholarly literature databases show that R has an active user base of about two million people worldwide. Learning the skills to develop AI applications is critical for modern programmers. It’s the second-oldest programming language with a strong history of providing dynamic and custom solutions for programming challenges. The progress, development and evolution of LISP is closely related to the early progress and development of AI.

Is Java or C++ better for AI?

Best programming languages for AI development: C++

C++'s low-level programming capabilities make it ideal for managing simple AI models. For example, developers utilize C++ to create neural networks from the ground up and translate user programming into machine-readable codes.

With a clearly defined syntax and simple English keywords, Python is highly readable, and easy to learn. Ross Ihaka and Robert Gentleman initially created R in 1993 to implement a language that focused on statistical computation and graphical modeling. R is used by statisticians, economists, geneticists, agronomists, biologists, and the business world. Now, it is also used to develop AI algorithms and is the best programming language choice for companies that want to use statistical models for machine learning.

Written by javinpaul

It can help develop everything from data analysis to natural language processing, deep learning, machine learning and so much more. One of the most widely used programming languages in the world, Java has unique qualities that make it a top contender among the best AI development languages in 2022. Java is an object-oriented programming language that offers easy debugging and simple syntax.

best programming languages for artificial intelligence

Java isn’t as fast as other coding tools, but it’s powerful and works well with AI applications. It’s Python’s user-friendliness more than anything else that makes it the most popular choice among AI developers. That said, it’s also a high-performing and widely used programming language, capable of complicated processes for all kinds of tasks and platforms. Although C++ may not be the first choice of developers for AI programming, various machine learning and deep learning libraries are written in the C++ language.

Explore What You Can Create With AI Programming

But for AI and machine learning applications, rapid development is often more important than raw performance. Performance is one of the main
features of the rust programming language because it can work on a low level
with C/C++ and other systems programming languages. It has an advantage over other
programming languages because it allows to hire AI developers to get the best
of both worlds, i.e., object-oriented and functional programming paradigms. It is a functional programming language that makes
it easy to create functions that can manipulate lists of data items. Several programming languages are highly effective for AI development, while on the other side, some languages may not be the best fit for this field.

  • Ross Ihaka and Robert Gentleman initially created R in 1993 to implement a language that focused on statistical computation and graphical modeling.
  • Haskell is a purely functional, modern AI programming language with far reaching advantages in Artificial intelligence programming.
  • A LinkedIn group of R users has more than 40,000 members, all speaking to the popularity and usability of this tool.
  • This post lists the ten best programming languages for AI development in 2022.
  • Its popular library of code and package services put it far above its current competition.
  • It also features Swing, a GUI widget toolkit; and Standard Widget Toolkit (SWI), a graphical widget toolkit.

Below are eight programming languages well-suited for AI development. That’s all about the best programming language for AI or Artificial Intelligence Development. While there are several programming languages available today that may be utilized for various AI-based solutions, but we must remember that no one programming language is a one-stop-shop for AI. This is a fantastic course for learning C++, and it’s available for free on Udemy. This course will teach you how to write in the powerful, fast, and widely used C++ programming language from the ground up, requiring just a basic understanding of computers.

They don’t meet the bar.

Created in 2012, this is a relatively young language and is constantly expanding the number of its Machine Learning libraries thanks to its growing and highly participative support community. Okay, here’s where C++ can shine, as most games use C++ for AI development. That’s because it’s a fast language that can be used to code high-performance applications. However, there are also games that use other languages for AI development, such as Java. R is a programming language and free software environment for statistical computing and graphics that’s supported by the R Foundation for Statistical Computing.

Is Python good for AI?

Python is the major code language for AI and ML. It surpasses Java in popularity and has many advantages, such as a great library ecosystem, Good visualization options, A low entry barrier, Community support, Flexibility, Readability, and Platform independence.

Java has strong support for huge projects (which is critical in AI/ML), visualization, debugging, and seamless user interaction. Thanks to its large online community, you may readily obtain assistance. Its excellent user-friendliness and flexibility to function on a wide range of platforms make it a favorite among software developers. Julia’s AI ecosystem is growing, but isn’t quite as big as some of the options available for other major programming languages.


There’s more coding involved than Python, but Java’s overall results when dealing with artificial intelligence clearly make it one of the best programming languages for this technology. Julia is one of the newer languages on the list and was created to focus on performance computing in scientific and technical fields. Julia includes several features that directly apply to AI programming. LISP is one of the most efficient programming languages for solving specific problems. Currently, it is mainly used for machine learning and inductive logic problems. It has also influenced the creation of other programming languages for AI, and some worth examples are R and Julia.

  • The AI capabilities of JavaScript help it interact and work smoothly with other source codes like HTML and CSS.
  • Many, especially the newer generation, don’t notice it because they feel AI has been in our lives forever.
  • Its best quality makes it one of the top candidates for AI development, such as easy debugging and simple syntax.
  • It means that it will enable you to
    write your code in a way that focuses on composing functions together instead
    of focusing on variables and data structures.
  • Java is also a good choice, but it’s more challenging to learn.
  • Thanks to its flexibility and error handling capacity, Haskell is one of the safest AI programming language.

The Flux website lists some of the capabilities and tools available in the library that can be applied to AI projects, including computer vision tools, reinforcement learning tools and more. Many programming applications require two or more programming languages, one with high performance (e.g., C++) and one that makes programming less complex (e.g., Python). While this process works, it also produces a push and pull between the two concepts.

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Artificial Intelligence has far-reaching applications in numerous areas such as customer service, marketing, ecommerce, education, travel, and even hospitality. Today, 51% of ecommerce companies use AI to provide their customers a high quality user experience. Used for automated planning, theorem proving, expert and type systems, Prolog still has limited usage. However, it is used to build some high-end NLP applications and by giants like IBM Watson. With all these features and many others, Python has become one of the best languages for AI development.

best programming languages for artificial intelligence

In Prolog AI programming, the programmer specifies a set of rules or ‘facts’, and the end goal. Prolog then finds the connection between the two and proceeds with pattern matching to produce desired results. This website is using a security service to protect itself from online attacks.

best programming languages for artificial intelligence

This is known as WORA (Once Written Read/Run Anywhere) principle. A number of AI applications involve big data and crunching of big numbers. Did you know that a special language was developed just for the purpose of statistical computing?

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