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5 Most Popular AI Programming Languages in 2022

Industries & Technologies
AI Programming

The development of artificial intelligence is one of the most promising directions in which many companies from all over the world are already working. This niche has a huge potential for app developers and can bring business to a new level.

What programming language should you choose if you are faced with the task of creating a system based on artificial intelligence? This is quite a puzzling question.

We have compiled a list of the most popular artificial intelligence programming languages in 2022. They are the most suitable and most often used languages to create these kinds of programs, and this information can help you make a decision.


Python logo
This language is widely used by programmers because of its pure syntax and the logical, strictly grammatical construction of the program. Python is most often used in the field of machine learning and neural network creation.

Hundreds of available libraries make it possible to implement almost any project, whether it is a web service, a mobile app, machine learning or scientific computing.

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Key features:

  • relatively fast development speed;
  • rich and diverse set of libraries and tools;
  • balance of low-level and high-level programming;
  • allows you to test algorithms without having to implement them;
  • is still being actively developed.


LISP programming language example
Created back in 1958, this high-level programming language is widely used for AI development. Flexible and expandable, it is well suited as a tool for solving specific tasks.

It is worth mentioning that it was LISP that was used to create the very first robots that could move around, turn on/off the lights, and move objects.

Key features:

  • easily adapts to the solutions for specific needs;
  • has macros for implementing different AI levels;
  • automatic garbage collection;
  • supports rapid prototyping.


Prolog language logo
AI developers appreciate it for its high level of abstraction, built-in search engine, non-determinism, etc. This is one of the few languages that represents the paradigm of declarative programming. The learning curve here is quite high.

Prolog is a language for implementing algorithms with a large implicit search of options (logical inference, finding dependencies, searching moves), which makes it a good choice for creating artificial intelligence.

Key features:

  • powerful and flexible programming structure;
  • data structuring on the basis of a tree;
  • automatic rollback option.


It’s a popular, easy-to-learn and quite versatile programming language, on the basis of which you can create apps of varying complexity for most operating systems.

Java Virtual Machine technology allows you to create one version of an app that will work on all Java-supported platforms. Its strong points are transparency, debugging convenience and portability.

Key features:

  • easy debugging;
  • simple to learn;
  • platform independence;
  • rich library;
  • scalability.


C++ programming
One of the most important advantages of this programming language is its speed. This is important for developers, since the work of AI systems is accompanied by a large number of calculations, so speed can play a decisive role here. It is a good choice for projects based on machine learning and building neural networks.

Key features:

  • good speed and performance;
  • a combination of high-level and low-level tools;
  • scalability;
  • plenty of available libraries and tools.

Artificial intelligence is kind of the Holy Grail for Silicon Valley, as it has huge potential to change our world for the better. It is already used in a wide variety of industries, and further research and experiments in this area are opening up even greater opportunities.

This is a list of programming languages for artificial intelligence that were most often used in this field in 2019. If you have anything to supplement the information in our article, please leave us a comment.

December 01, 2020

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