Top programming languages for AI development

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Introduction:

If you aspire to work in the field of AI, you may have difficulty in picking up the right programming language. Luckily you have come to right place. So I will help you in selecting the correct programming language you may need. But before that let’s know what is Artificial intelligence.

What is Artificial Intelligence?

Artificial-Intelligence

Artificial Intelligence (AI) is the study of computer science focusing on developing software or machines that exhibit human intelligence. Developing computer systems that equal or exceed human intelligence is the crux of artificial intelligence. AI has had some success in limited or simplified, domains. However, the five decades since the inception of AI have brought only very slow progress, and early optimism concerning the attainment of human-level intelligence has given way to an appreciation of the profound difficulty of the problem.

Artificial Intelligence (AI) is the study of computer science focusing on developing software or machines that exhibit human intelligence. Developing computer systems that equal or exceed human intelligence is the crux of artificial intelligence. AI has had some success in limited or simplified, domains. However, the five decades since the inception of AI have brought only very slow progress, and early optimism concerning the attainment of human-level intelligence has given way to an appreciation of the profound difficulty of the problem.

Artificial Intelligence (AI) is the study of computer science focusing on developing software or machines that exhibit human intelligence. Developing computer systems that equal or exceed human intelligence is the crux of artificial intelligence. AI has had some success in limited or simplified, domains. However, the five decades since the inception of AI have brought only very slow progress, and early optimism concerning the attainment of human-level intelligence has given way to an appreciation of the profound difficulty of the problem.

Artificial Intelligence is a huge field. With so much to cover, it is really hard to refer one single programming language. Clearly, there are many programming languages that can be used, but not every programming language offers you the best value of your time and effort.

The main goal of artificial intelligence includes realizing creativity, social intelligence, and general intelligence. The primary goal of AI includes Planning, knowledge representation, and natural language processing to move and manipulate the object. Artificial intelligence has heavily used in a different sector in which many of them we do not know. Now artificial intelligence is deeply embedded in the infrastructure industry. This rapidly developing technology presents a wealth of opportunity for businessman looking to up-skill their workforce and the user experience.

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Types of AI:

Weak AI:

It is also known as Narrow AI which focuses on only one task. There is no genuine intelligence in case of weak AI. The excellent example of Weak AI is combining several weak AI methods to function. When you try having the conversation with the virtual associate you have to see how narrow it is exactly.

Strong AI:

A computer is like a smart human brain and considered as true AI. It can execute complete tasks that a human can perform. A lot of research is going on this field, but still, there is a lot more to come. Applications requiring strong AI has considerable freelance jobs online

Artificial super intelligence:

Nick Bostrom defines intelligence that is much smarter that the human brains in essentially each field such as creativity, social skill, and general wisdom. Artificial Superintelligence is the reason for why many important scientists and technologists, including Stephen Hawking and Elon Musk, have raised anxiety about the possibility of human extermination

Below are the top programming languages for AI development.

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Python

Python is one of the best languages for working on AI projects. It is a popular choice for many when building AI prototypes. Clean easy code, freely typed and saves a lot of time from ridiculing yourself around handling compilation issues and rather focus on the real problem. The Python community has developed a lot of libraries and extensions to handle most common tasks used in AI projects like Plotting Graphs, Processing Data etc easily. There are also packages available for almost all AI components ranging for Bayesian Networks to Artificial Neural Networks. Mostly AI developers suggest Python for Artificial Intelligence development.

Java

Java is a very good choice.  It is an object-oriented programming language that focuses on providing all the high-level features needed to work on AI projects. It is portable, and it offers inbuilt garbage collection. AI is closely connected with search algorithms, genetic programming, and the use of artificial neural networks. Java in artificial intelligence sphere may be more than useful. Programming AI in Java has many benefits as it is easy to use, easy to debug, facilitates visualization and has better user interaction. Another reason for programming AI in Java is the incorporation of Swing and SWT. These features make graphics and interfaces look appealing and sophisticated. Java is good but not as fast as C.

C++

C++ is an object-oriented programming language and has influenced other languages, such as C#, Java and the latest version of C. C++ is mostly used when the program is simple, and execution speed is the most important. C++ is still much faster than Java. Statistical AI techniques such as neural networks are common examples of this. Its ability to talk at the hardware level enables developers to improve their program execution time. C++ is extremely useful for AI projects. Algorithms are written extensively in the C++  for speed execution. AI in games is mostly coded in C++ for faster execution and response time.

 

Conclusion:

Selecting a programming language for AI project mainly on the sub-field. Before choosing a programming language it is important to check whether the programming language can be utilized extensively or not. Python is currently more popular among the above languages as it is viable to use for most of the AI subfields. Java and C++ are also very good languages for AI development.

About Programming Hub:

Now we know the top programming languages for AI development. So if you want to learn programming then download the programming hub application from google play store on your mobile. The mobile application has a very simple user interface. You can learn different languages and check examples of different programming languages. For more information visit https://www.programminghub.io/.

 

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