Recent advances have made AI more capable than ever. Here are the leading programming languages for building artificial intelligence in 2022 and beyond.
Artificial intelligence has been around for a long time, yet recent advances are making it more capable than ever. This overview rounds up the best AI programming languages to learn in 2022, spanning both narrow and broad AI, and explains how to match a language to the work in front of you.
What Is the Best Programming Language in 2022?
There is no single answer, the choice depends on the project type and your team’s location and skills. Python suits natural language processing well, while C++ tends to work better for drone technology frameworks and other performance-critical systems.
The Top Three Languages by Popularity
Python, C++, and Java lead the field. Each lets developers focus on building the application rather than wrestling with backend mechanics, which is why they anchor so many AI projects.
Which Language Is Best for AI?
No definitive answer exists, since AI remains an active research field. The right pick depends on the specific application, a deep learning project has different demands from other machine learning approaches.
Languages Worth Knowing
- Python: versatile with readable syntax, hugely popular for machine learning.
- JavaScript: platform-independent and used at scale by Google, Amazon, Twitter, and Facebook.
- R: strong visual interface, useful in robotics and statistics.
- Java: dependable cross-platform compatibility.
- Scala: functional programming that excels at data processing.
- C++: a powerhouse when it comes to creating artificial intelligence.
- Julia: a high-performance dynamic language for technical computing.
- Prolog and Lisp: traditional AI languages that mirror human reasoning patterns.
- Rust: suited to mission-critical AI applications.
Conclusion
Choosing a programming language is no easy task. The languages on this list have shown they can stand up to AI and data, whether you are working with embedded devices or cloud-based solutions. AI will play an ever larger role as we move through 2022 and beyond.