List of Programming Languages for Artificial Intelligence
AI or Artificial intelligence is the most dominant feature in this digital world. Nowadays, various services are created with AI. According to recent studies, the use of AI has increased significantly over the past few years, and it will continue to grow in the future.
A well-built AI can provide an amazing user experience and be used in any service. But choosing the best programming language is the key to building a successful AI. Today, we will discuss some essential programming languages for building a high-quality AI.
Python
No wonder Python tops the list of best programming languages for creating artificial intelligence. Python has dominated the programming language market since 2019. It is one of the most popular general programming languages used for many programming works. Python is very helpful in back-end and front-end developments.
The simple syntax, streamlined codes, and easy-to-understand process of this programming language are compatible with experienced and new programmers. Python's language is highly suitable for AI development. Also, pre-determined libraries like Scikit-learn, Caffe, TensorFlow, NumPy, SciPy, and many others are helpful for AI development.
Javascript
Javascript is a well-known programming language among AI developers. It is the most suitable for AI development. It can help you design successful AI applications with many developers and libraries (Underscore.js and jQuery). It also ensures high standards of performance and security.
Java
Many developers consider Java one of the best programming languages for building AI. Java offers a simple user experience and debugging. This programming language also enables the use of graphics in an easy way. Java also helps to design AI applications and maintain their security.
C++
Another essential programming language that has wide application in AI development is C++. It is also a highly object-oriented and easily readable programming language. C++ has a complex syntax, but it helps run the programs faster than other languages. It helps build complex systems like high-level artificial intelligence.
Julia
Julia is a famous artificial intelligence developing programming language. It helps to create advanced AI systems. Let alone numbers and data analysis; Julia is good at user-friendly interfaces, graphics, visuals, metaprogramming, debugging, and memory management.
Prolog
Listing top programming languages for Artificial Intelligence development is incomplete without Prolog. It is a well-evolved programming language that can build mature AI programs. Prolog offers tree data structure, metalevel reasoning, and matching pattern qualities that are highly effective for AI development, computer vision, natural processing, and intelligent database search.
Lisp
This programming language was developed in the 1960 and is well-known and the oldest coding tool used for AI development. Lisp can create AI applications with features like rapid prototyping, problem-solving, and code modification.
R
Another essential programming language for AI development is R. It is a highly statistics-oriented programming language that can effectively crunch massive amounts of data and perform computation in a short time. Today, most leading programs like Facebook, Google, Microsoft, and others use it for computing large data. Any AI that requires extensive data computation can build with R.
Scala
Scala is another popular choice among developers as it takes little time to program an AI application. It is compatible with JS and Java. Its most attractive features are dynamic interfaces, pattern matching, and browser tools.
Haskell
Haskell is another modern programming language that is highly suitable for AI development. The primary feature of this language is the speed with safety. Haskell is an advanced Artificial intelligence programming language with features like type classes, Lambada expression, list comprehension, pattern matching, and type polymorphism. These features are beneficial in creating AI for industrial, educational, and research sectors.
Conclusion
So, these are the top 10 essential programming languages for AI development. Here, we have also discussed the basic details of each language and the reasons why they help develop artificial intelligence applications. If you are curious about Machine Learning and AI development, then you may start learning a particular language according to its usage and your interest. You can also visit the JIET Universe website to learn more.
