TOP 5 PROGRAMMING LANGUAGES FOR AI AND ML: TOP PREFER BY EXPERTS

TOP  5  PROGRAMMING   LANGUAGE FOR   AI  AND  ML 

In computer science ,artificial intelligence (AI),sometimes called machine intelligence is intelligence demonstrated by machine in contrast to the natural intelligence displayed by humans and animals .Leading AI textbooks define the field as the study of "intelligent agents".

How ML,AI & Deep learning related to each other.

This is "how these terms are related to each other ".This was a big topic of discussion .So,we cover it later.

Let see some feature of Ml

Top programming languages that use in industries for AI & ML.

1:PYTHON

First main reason that it was easy to learn,easy syntax as compare to c++ ,java,lot of farmework and libraries are available . That's why python is more popular than other languages.

WHY IT IS USED

Python is use for general as well as for development of standard application.

The main use in this time is in the field of AI & Ml compared to other languages .

It also contain lot of libraries for ML &AI.

Companies use Python language

Amazon,Google(G-mail)

Advantages:

- Easy syntax

-simple to learn

-line of codes are less in comparable to other languages

Disadvantage:

-slow in execution 

-not suitable for app development

2:R programming

R is use for data science .It is dynamically typed languages.

It is also easy to understand.It contains lots of libraries for data manipulation.

WHY IT IS USED

R is for statistics and predictive analysis.Most of usages of this is in data science .

second most frequently used in ML & AI field.

 Companies work in R Languages 

Google, Uber ,Facebook,ANZ bank

Advantages:

-Suitable for statistics 

- Lot of libraries are available

Disadvantage :

-Slower Execution

-Little bit confusing 

3:JAVA

JAVA is compiled and strongly typed languages .The syntax is more difficult as compare to other ones . It purely based on OOPs concept.Fast execution as compare to python.

WHERE IT IS USED

Java is also general purpose language .It is widely used in game development , andriod development 

It is also use in ML specially in security purpose.

Companies who use it:

Youtube ,google,Amazon,eBay,LinkedIn

Advantages:

-Faster execution

-Suitable for all type of development

Disadvantage:

-JVM is need

-Difficult to learn

-More complex syntax

4:Lisp

Lisp is a family of programming languages ,of whichthe most popular dialects are clojure and common lisp.

It is dynamically typed language.

WHERE IT IS USED

Lisp is a general purpose language but it is mostly used in AI & ML field as compare to other languages .

It is the best language for AI and ML field .

It contains lots of libraries of AI & Ml.

 Companies who use it 

Whatapp ,ELIZA etc 

Advantage:

- It is fast as compare to python.

-Easy to learn

Disadvantage:

-There are no enough libraries

-The community is not big as python.

5:Prolog

Prolog is a logic programming language associated with artificial intelligence and computational linguistics.

The syntax is more confusing but it is easy to understand.

WHERE IT IS USED

It is mostly used in AI & ML field.

It is also used in some hardware coding.

Companies Who use it

IBM,Amazon,Google etc

Advantage:

-lot of libraries 

-use in hardware coding

Disadvantage:

-Lines are more 

-Syntax is difficult to understand

HOW MUCH SALARY YOU GAIN AFTER LEARN THESE LANGUAGES

1:LISP ------$75k

2:PYTHON-------$60k

3:JAVA-------$60k

4: PROLOG-------$59k

5:R-------$59k

EASY TO LEARN

1:PYTHON

2:JAVA

3:R

4: PROLOG

5:LISP

      SO ,PYTHON WON THE RACE