AI is one of demanding field of the world.AI has brought smart technology to the different industries through the help of Programming Languages. As Everybody wants to involve in AI. To involve in AI you should have a knowledge of Programming Languages. One Programming Language is not a solution for every problem.Rather all programming languages work with each other to solve problems. Here are the top AI programming languages which are useful to enter in the field of AI.

Python

It is one of the most favorite AI programming language among programmers because of its simple syntax. Python will be boosting rank in 2020 because it is favorite among developers. Rapid coding of python offers easier entry into the world of AI. It encourages developers for machine learning as compared to other languages C++,Java because of short development time. Python can be used on many platforms like windows, Mac OS, Linux, UNIX. It also supports object-oriented, procedural and functional styles of programming. It can be integrated with many programming languages like C++,Java.

In addition Python library TensorFlow is useful for neural networks and NLP solutions. Huge amount of libraries of python gives it a upper hand on other languages. A famous library SciKit-learn is used to handle ML algorithm and a Numpy library help us to solve scientific computations. Python save a lot of money and time of us because it is platform independent. It has extensive frameworks for deep learning and machine learning. Python decreases the possibilities of errors which help many people to learn this Programming Language. Therefore, Python is one of the best AI programming language because of its simplicity.

Java

Java is one of the most popular and best programming language and last 20 years prove it. It is another best programming language for AI. Major part of this language is from C and C++. It is easy to use, fast debugging and portable. Portability of this language is virtual machine technology which is easy to implement. Once a code is written and tested on one platform you don’t have to compile it again on the other platform. This principle is Once Written Read/Run Anywhere (WORA).

Java has many libraries for AI like deep Java library and Java machine learning library. A famous library Neroph make the neural networks by the help of Java open source framework. Java also provide graphical representation of data which is good to interact with users. Tools of Java like Swing and SWT are making good looking graphics. Java is using in many products like sensors, robots, web games, mobile games and desktop games. In the end, Java diversity of capability allow machine language developers to choose it.

Lisp Programming Language

It is another AI programming language. It is one of the second oldest programming language. Father of AI John McCarthy invented Lisp in 1958. There was a no chance of development in AI in late century if Lisp was not invented. By the time this language became very strong and dynamic. This language supports symbolic programming. Lisp treats both data and code as same which makes it powerful language. Lisp allows us to easily create the dynamic creation of the new objects. Some developers consider it a best programming language because of the favor of liberty.





Some best features which allow developers to use specially Lisp are Rapid Prototyping, Dynamic Object Creation, Garbage Collection and Flexibility. This language is very useful in a situation of logic projects and machine learning. Famous application of the today Reddit where lisp also worked at some point. Lisp also played very important role in many programming languages like R and Julia. Many factors affected the popularity of Lisp one of them is lack of libraries in Lisp. Second one ,Many features of Lisp migrated to other programming languages which affected it badly.

Prolog Programming Language

It is an old programming language.French Computer Scientist Alain Colmerauerage developed it in 1970s. Prolog stands for “Programming in logic”. Prolog is primary language of AI and it is good for development. It is also along with second oldest programming language Lisp. Developers like the flexible frame of Prolog which is provided by its features. Tree-based data structuring, automatic backtracking and pattern matching are the features of the Prolog.





This language helps you to think in more logically which help the user to understand the program. Prolog uses symbolic and statistical approach to implement AI. In Prolog , programmers give the rules,facts and end goals. At the end of the program Prolog check the connection among three things which is very good thing. Besides Prolog is also used in the creation of the medical system.

R Programming Language

R is another machine programming language. Ross Ihaka and Robert Gentleman created it in 1995. The most effective use of R is data analysis, big data modeling, data visualization. R helps to create many mathematical formula and mathematical symbols. R packages are used for the implementation of machine learning algorithm. These packages are Class, Gmodels, RODBC and Tm.

Many models of programming like Functional programming, object-oriented programming and vectorial computation are attracting developers towards it. These statistical softwares and data analysis are helping many business to find problems. Some famous Banks are using the data analysis to predict financial risks. Google and Uber are the famous users for R for data analysis.

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