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March 04, 2021

Best Programming Languages For Artificial Intelligence | DataTrained

Artificial intelligence is necessary for digital transformation. Industries have initiated their journey towards digital transformation and automation, and artificial intelligence is one of the best travel companions they are able to have on this journey. Using artificial intelligence in your business operations can enhance efficiency, agility, and decrease costs. 

Python

Python is the ideal coding language used for machine learning and NLP. Python could be used even if you're new to AI-development since it's versatile and also has pre-existing libraries as Pandas, SciPy, and nltk.

Python uses clear keywords, gives object-oriented-programming, and can be incorporated with other languages like Java. The python libraries Numpy can be utilized for scientific computation and PyBrain for machine learning.

 Prolog

Logical programming or Prolog or is an important framework that works with 3 elements- facts, rules, and goals. A developer should set all 3 elements and then Prolog establishes a relationship between them to attain a certain conclusion by analyzing facts and rules. Here, the implementation of algorithms occurs through logical inferences and searches and this language is great for developing AI systems since the solutions are logical and not just based on pre-existing statements. It is best for creating voice assistants, graphical user interfaces, and chatbots.

LISP

LISP is versatile and adapts to the solution and can be effectively employed for machine learning. LISP is recognized for rapid prototyping as well as the dynamic development of new objects. Although LISP is not popularly used as of now since the codes are harder to master and it doesn’t have good libraries.

Java

Java is user-friendly and offers an unbiased platform and hence is considered great for creating AI. This's a standard and flexible programming language that provides much easier debugging of codes, scalability, the capability to help large-scale businesses, and graphical representation of data. Java is simple to learn, multipurpose, and Virtual Machine Technology enables the development of AI-language on various platforms.

C++

C++ is an extension of the C programming language that can be utilized to develop neural networks. The velocity of C++ is the greatest advantage since AI development has complex computations and this language can make the calculations quicker. It's a low-level memory control feature and also carries asset compelled applications, performance-critical uses, etc. C++ has complex syntax’s but it is cost-efficient compared to other languages. C++ can be utilized in AI programming for SEO and ranking.

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