There are too many Programming Languages for Artificial Intelligence (AI). But the most Popular Programming Languages are:
- Python - Programming
- R - Programming
- Java - Pragramming
Those Are Most usable Programming Languages In AI. .
Python
Python is among developers favorites programming languages in AI development because of its syntax simplicity and versatility. Python is very encouraging for machine learning for developers as it is less complex as compared to C++ and Java. It also a very portable language as it is used on platforms including Linux, Windows, Mac OS, and UNIX. It is also likable from its features such as Interactive, interpreted, modular, dynamic, portable and high level which make it more unique than Java.
Also, Python is a Multi-paradigm programming supporting object-oriented, procedural and functional styles of programming. Python supports neural networks and development of NLP solutions thanks to its simple function library and more so ideal structure.
R- Programming Language
R is widely used in new-style artificial intelligence, involving statistical computations, numerical analysis, the use of Bayesian inference, neural networks and in general Machine Learning. In domains like finance, biology, sociology or medicine it is considered as one of the main standard languages. It offers several paradigms of programming like vectorial computation, functional programming and object-oriented programming
The best thing about Java language is its Java Virtual Machine technology that enables you to create a single app version, which will run on all Java-supported platforms. Its strengths are transparency, maintainability and portability.
What are the benefits of programming AI in Java – well-supported large scale projects, better user interaction, debugging ease, facilitated visualization and incorporation of Swing and Standard Widget Toolkit.
The major advantage is its versatility – if you are a beginner, there are thousands of useful tutorials available on the internet (for free) that makes your learning easier and more effective.
Some of the well known applications developed in Java are
- WEKA machine learning suite, which is dedicated to machine learning and data mining
- JOONE neural engine for designing, training and testing neural networks
- ALICE (short for artificial linguistic internet computer entity), natural language processing chatterbots
- Robocode, an open source game for learning principles of Java programming
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