Best Programming Languages for AI Development in 2022

August 8, 2022

Its abstraction readiness mitigates the need for spending large amounts of time debugging errors. You can chalk its innocent fame up to its dynamic interface and arresting graphics for data visualization. This means C++ works well with hardware and machines but not so well for the more theoretical side of software. C++ has been around for quite some time and is admittedly low-level. In this era of digital transformation, you’re bound to see AI pop up in numerous scenarios, working together with humans and providing proactive solutions to everyday problems. This is how the best tools create and orchestrate campaigns and gather insights to improve your effectiveness as a brand.

best programming languages for artificial intelligence

A statistical programming language, R is one of the most suitable choices for projects where you need statistical computations. It supports learning libraries like MXNet, TensorFlow, Keras, etc.  The language is adopted by many industries like education, finance, telecommunication, pharmaceuticals, life sciences, etc. It is the language that fuels tech giants like Microsoft, Google, Facebook, and businesses like Uber, Airbnb, etc.

Top 6 AI Programming Languages to Learn in 2023

It is prevalent because you can run it on all modern browsers
without installing plug-ins or additional software. It’s easy to learn, runs on
multiple platforms, and provides an interactive environment that allows you to quickly
test ideas and make changes without waiting for a compile or deployment phase. AI or Artificial Intelligence is the study of computer science on developing software or machines that perform tasks at a human level or higher. Artificial intelligence is bringing changes to the whole world, and it’s here to stay. That’s why you need to understand how AI programming works and what AI languages exist. The world won’t be the same place in 20 years because of AI(you can read about The State of IT Offshoring).

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With the increasing demand for these technologies, it is essential for developers to choose the right programming language for AI and Deep Learning. As with everything in IT, there’s no magic bullet or one-size-fits-all solution. While Python is still preferred across the board, both Java and C++ can have an edge in some use cases and scenarios. For example, C++ could be used to code high-performance routines, and Java could be used for more production-grade software development. The creation of artificial intelligence implementations has made it possible to introduce tools and solve problems in new and complex ways.

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R includes user-created packages like graphical devices, tools, import/export capabilities, statistical techniques, etc. With built-in graphic and data modeling support, the language allows developers to work best programming languages for artificial intelligence on deep learning moderns without much hassle. Compared to other programming languages, C++ offers a faster run-time, making it ideal for machine learning, where rapid and consistent feedback is critical.

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.

Rust works at the backend of many well-known systems like Dropbox, Yelp, Firefox, Azure, Polkadot, Cloudflare, npm, Discord, etc. The memory safety, speed, and ease of expression make Rust the perfect choice for AI development and scientific computing. Having said that, businesses and individuals incline more towards AI development these days. With benefits like enhanced customer experience, smart decision making, automation, minimum errors, and data analytics, AI development seems to be a perfect choice. Haskell is a statically typed and purely functional programming language.

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Some of the features that make Julia great for AI programming include a built-in package manager and support for parallel and distributed computing. As a programming industry standard with a mature codebase, Python is a compelling and widely used language across many programming fields. It’s considered a great beginner’s language — many developers learn Python as one of their first programming languages. As such, there’s a large developer community built around coding for AI-focused applications. Additionally, Java is a relatively safe and scalable programming language, making it an excellent choice for applications on a large scale.

best programming languages for artificial intelligence

Remember, there is no right or wrong programming language for all machine learning applications. The task at hand and your resources should guide your decision. Python tends to top the list of best AI programming languages, no matter how you slice it up. The fact that it has been around for so long and has consistently performed well as a general purpose programming language that can be used for front-end or beck-end development. It is easy to learn, produces clear, streamlined code, and works well for new as well as experienced developers.

Languages used in Artificial Intelligence

There are many ways to learn artificial intelligence concepts, including traditional college degree programs, independent study, and coding bootcamps. Keep in mind that before you dive into AI-related topics, it’s good to have a foundational understanding of programming knowledge, as artificial intelligence builds on existing fundamentals. That said, coding bootcamps are a great choice for those who want to learn web programming quickly through hands-on experience. The best option for you will depend on the specifics of your project, as different programming languages excel at various AI-related tasks. Choosing the appropriate programming language depends on what you need to accomplish within a specific application. The most notable drawback of Python is its speed — Python is an interpreted language.

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Artificial Intelligence has become an important part of human life as we are now highly dependent on machines. Although Julia’s community is still small, it consistently ranks as one of the premier languages for artificial intelligence. C++ is a low-level programming language that has been around for a long time. C++ works well with hardware and machines but not with modern conceptual software.

Features of Python

Nowadays, it’s mostly used for inductive logic problems and machine learning. Scala took the Java Virtual Machine (JVM) environment and developed a better solution for programming intelligent software. It’s compatible with Java and JavaScript, while making the coding process easier, faster, and more productive. As a programmer, you should get to know the best languages for developing AI. Below are 10 options to consider and how they can benefit your smart projects.

AI is an automatic process where the computer can do the things that human intelligence can do. You first need to learn a programming language for AI projects. In this post, I talked about 6 programming languages ​​for AI. I would say that other programming languages are good in some cases.


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. Developers use this language for most development platforms because it has a customized virtual machine. First, LISP can run code in more than 30 programming languages, making it an excellent choice for code readability.

  • If you’re interested in learning more about developing machine learning and artificial intelligence applications, you’ve come to the right place.
  • Where other AI programming languages use punctuation, Python uses English keywords.
  • Aside from the 2001 science fiction film with Haley Joel Osment, artificial intelligence is a complex and profound subject area.
  • Python is a syntax-easy, general-purpose, interpretive, and object-oriented programming language.
  • However, Java is a robust language that does provide better performance.
  • Be sure your data has been checked, cleaned and organized according to any specified requirements.

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