12 Best Programming Languages For AI (Artificial Intelligence)
In recent days advancement of technologies leads to self-learning machines with artificial intelligence. AI paved a new field of research in the last decades in various areas such as automation, medicine, military, aviation, agriculture, production, and stock markets, and so on.
The need for artificial intelligence is vital and well needed in feature to enhance the living habitation of humans and other living and nonliving organisms. AI is a branch of science that will make the computer think smartly.
It will assist the machine in making its own decision. Due to the recent outbreak of COVID 19 pandemic, artificial intelligence robots reduce the risk of shredding of disease to healthcare workers.
AI programming is performed with artificial intelligence mark-up languages. All social media sites use Artificial intelligence integrated with machine learning. User preferences can be identified with the help of AI.
Image source: shortpixel.ai
The working of an AI tool depends on the type of programming. You will be amazed to learn about the exciting features of top AI programming languages.
Here is the list of best programming language for AI.
LISP
LISP is the first language developed for artificial intelligence programming. AI was developed in 1959 by John McCarthy the father of AI. LISP creates objects dynamically, acts as automatic garbage collectors, and they are excellent in prototyping. It allows rearranging the program while running also.
The unique features of LISP migrated to other languages also. LISP is a group of programming languages like Clojure and Common LISP. LISP is a traditional AI language which is harder for programming and learning. LISP can’t match with the present day’s advanced requirements as it is developed earlier.
Python
Python is a widely used best language for AI programming due to its ease of programming. Python is a high-level programming language. More standard libraries are available in Python than other languages. It takes less development time compared to other languages. AIMA, pyDatalog, simpleAI, EasyAI are the general libraries for AI available in python. Numpy, a library of Python, is used to solve scientific computation.
Python is a general-purpose programming language used in various domains and technologies. Python language is a fast prototype making language when compared with other languages except Java. It is not possible to develop mobile applications and games using Python programming.
R language
R language is widely used for statistical and numerical analysis. It is a standard language that is used in finance, biology, sociology. With its advanced features, R language provides the fastest solution for AI language. RODBC, Models, Class, and Tm packages are assisted by AI.
R language is used for data analysis, big data modeling, and visualization. R languages used by banks to the predetermination of various risks. R language programming offers vectorial computation, functional programming, and object-oriented programming. R language also supports deep learning libraries like MXNet, TensorFlow, or Keras. R language used by Google, Uber for big data analysis purposes.
Java
The Java program works as a platform for various devices and software. Java is a powerful general-purpose program language that allows programs written in various languages to run. It is easy to use, easy to debugging language with large scale integration ability and good user interaction. Java is used in a wide range of applications on the web, mobile, and desktop.
Java allows the application developer to write and run programs anywhere. Java can run all platforms like Windows, Mac, Linux, Raspberry Pi, etc. The android operating system is a Java-based open-source operating system. Learning and coding of Java language is more complicated than other languages.
Javascript
Javascript is a high-level client-side programming language that is easy to learn. Node.js is a javascript runtime that helps Javascript on web development. Javascript is an interpreted and dynamically typed programming language. Google and Facebook develop the libraries and frameworks of Javascript. Tenserflow.js library is a frontier Javascript library that is used for Machine Learning. Brain.js is a Javascript library that is used for neural networking, with the assistance of cameras to recognize the emotion of people.
Prolog
Print Hello Word in Prolog:
?- write('Hello World!'), nl. Hello World! true. ?-
Prolog is the first logic programming language used for AI and computational linguistics. Morden Prolog program offers users to create programming with the help of the graphical user interface. Prolog is used for automated planning, rewriting, type system, and theorem proving. Prolong is used for searching databases, voice assistance systems, and filling forms.
Also Read: What is the Main Difference between JavaScript, Jquery and AJax?
Haskell
Haskell is the best language for ai is a functional language that can be used to develop applications for teaching, research, and industrial functions. Haskell is situational based by using rundown and LogicT monads like not-deterministic algorithms. Haskell is inbuilt with concurrent programming and a lightweight library. Working with the graph in Haskell language is not user friendly.
Julia
Julia is a higher-end, dynamic, general-purpose programming language. Julia is well suited for numerical analysis and computational science. Julia consists of numerous libraries to access, garbage collated, floating-point calculations, random number generation, regular expression matching. Julia IDEs integrated with linter, profiler, debugger, and debugger.jl packages.
C++
Example: Print Hello World in c++.
// Your First C++ Program
#include <iostream>
int main() {
std::cout << “Hello World!”;
return 0;
}
C++ is a well known general-purpose language and an extension of C language. C++ programming language is an object-oriented programming language with generic features. C++ runs on many platforms such as Windows, Mac, Linux, UNIX, etc. Low-level memory control capability is also an additional key feature for C++ language. C++ standardized by ISO and obtained ISO/IEC 14882:2017 standard.
The vast utilization of uses enables C++ use for data analysis and machine learning also. C++ consists of different size libraries which are capable of big math operations, small, scalable libraries to run significant calculations or algorithms.
Scala
Scala is a highly scalable AI programming language with the capability of handling big data. Scala consists of concise code, which enables ease of reading and writing programs. Scala is in-built with error-free coding and also easy to debug when it is necessary. Scala programming is a combination of object-oriented and functional style. Due to the combinational style, it is somewhat difficult to understand the information enclosed in the program.
Rust
Rust is a multi-paradigm programming language, mainly concerned with performance and safety. Rust is identical with C++ in addition to that Rust provides memory safety without using garbage collection. The compiler speed is low and code development is slower than other programming languages.
AIML
AIML stands for Artificial Intelligence Markup Language that uses XML to make original programming language. AIML is used to create a customized Alicebot AI-based chat-box application to interact with humans. AIML is used to develop rules for matching patterns and response identification.
Summery
Development of technologies, software industries leads to the world in the new revolution such as Artificial Intelligence, Machine Learning, and Blockchain. These advances allow us to perform the task more efficiently and effectively in a small period. AI dedicated to the self-execution of operations based on the previous occurrence that is stored on its library accessed through neural networking techniques.
The best programming languages for AI explained in this blog enables software and human interfaces. There are many programming languages available for the execution of a specific task. Basis of the task execution constraints the programs are chosen significantly. C++ and Python have been widely used since the past decade, which paved a way to use them for AI programming also.
Even though the algorithms are widely available, Python is the best language to learn for AI due to its ease of learning, writing a wide availability of libraries for the execution of the program. Java programming is one of the safest programming languages since it uses, as per the security concern on AI Java programming triggered for those applications.
Presently all social media platforms are using the AI-based system to provide the content to its users interactively, and their requirement is placed in place. The AI-based system also used to predict and provide the solution to various statistical analyses in recent days. The AI-based chatbot offers the customer’s interactive solution promisingly on past days. AI technology is undoubtedly creating a revolutionary like the industrial revolution. Keep reading techidology blogs and explore your knowledge in the field of technology.
FAQs
What can an AI programmer do?
Programmers create neural brains which are capable of accessing libraries, store situational data, performing tasks anonymously, utilize machine learning algorithms, and deep learning algorithms.
How do I start an AI program?
Choose the problem you focused on AI-based solutions. Simulate the system to find a quick solution for the existing problem. Improve the simple answer and brainstorm with experts. Repeat above to arrest different issues that occur during progress. Create goals for various issues based on library data for AI.
Does AI require coding?
Development of programming language offering plenty of libraries to execute the AI system without any code. The only requirement was beginner level necessary programming skills required to explore more.
Why is Python used in AI?
The most basic requirement of AI is libraries, Python offers enormous libraries access, easy to write programs, object-oriented. Python is not only used for AI, but it is also used for Machine learning, soft computing.
Is C++ good for AI?
C++ is one of the fore most-fastest computer languages, due to its speed of execution and paved the way to the AI system. C++ enables access of algorithms to analyze statistical-based AI systems.
