12 Best Programming Languages For AI (Artificial Intelligence)
In recent days advancement of technologies has led 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, stock markets, and so on.
Artificial intelligence is vital and well-needed 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 decisions. Due to the recent outbreak of the 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.
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.
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Here is the list of the top programming languages for artificial intelligence
Table of Contents
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 an automatic garbage collector, 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 that is harder to program and learn. 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 in other languages. It takes less development time compared to other languages. AIMA, pyDatalog, simpleAI, and 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, and sociology. With its advanced features, R language provides the fastest solution for AI language. AI assists with RODBC, Models, Class, and Tm packages.
R language is used for data analysis, big data modeling, and visualization. R languages are 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, and 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 emotions 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 allows users to create programming with the help of the graphical user interface. Prolog is used for automated planning, rewriting, type system, and theorem proving. Proong searches databases, uses voice assistance systems, and fills out 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 non-deterministic algorithms. Haskell is In built 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, and 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 that are capable of big math operations, and 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 built with error-free coding and is also easy to debug when it is necessary. Scala programming is a combination of object-oriented and functional styles. 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 to C++ in addition to 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 and 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.
Summary
Development of technologies, and 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 shorter period. AI is 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 enable software and human interfaces. There are many programming languages available for the execution of a specific task. Based on the task execution constraints the programs are chosen significantly. C++ and Python have been widely used since the past decade, which paved the way to use them for AI programming.
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 for ai since it uses, as per the security concern on AI Java programming triggered for those applications.
Presently all social media platforms are using AI-based systems to provide content to its users interactively, and their requirement is placed in place. The AI-based system has also been used to predict and provide solutions 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 revolution like the Industrial Revolution. Keep reading technology blogs and explore your knowledge in the field of technology.
