8/16/2019
Programming Languages for AI - usm systems - Medium
Programming Languages for AI usm systems Aug 16 ¡ 3 min read
Artificial intelligence is a huge field. Because there is so much to cover, it is difficult to refer to a single programming language. Obviously, most programming languages are used, but not every programming language https://medium.com/@usmsystems23/programming-languages-for-ai-30e8227c2a44
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8/16/2019
Programming Languages for AI - usm systems - Medium
offers the best value for your time and effort. There is no official answer on which programming language you use for the AI project. Python Python is one of the most widely used programming languages in the AI field of artificial intelligence, thanks to its simplicity. It is used seamlessly with Data Structures and other frequently used AI algorithms. The Python option for AI projects also has plenty of useful libraries that can be used in AI. For example, NumpyForce is a classical computational capability, Skippy for advanced computing, and Pyrene for machine learning in Python. You will have no problems learning Python for AI as there are tons of resources available online. Java Java is also a great option. It is an object-oriented programming language that focuses on providing all the high-level features needed to work on AI projects, which is portable and provides a built-in garbage collection. The
https://medium.com/@usmsystems23/programming-languages-for-ai-30e8227c2a44
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8/16/2019
Programming Languages for AI - usm systems - Medium
Java community is also a plus point as there will be someone to help you with your questions and problems. Java is also a good choice, providing an easy way to code algorithms, and AI is full of algorithms, whether they search algorithms, natural language processing algorithms, or neural networks. Not to mention that Java also provides scalability, a must-have feature for AI projects. Lisp LISP charges well in the AI field because of its excellent prototyping capabilities and support for symbolic expressions. It is a powerful programming language and is used in major AI projects such as Maxima, DART and CYC. Lisp Language is most used in the Machine Learning / ILP subfield because of its usability and symbolic structure. Peter Norwig, a renowned computer scientist working in the field of AI and author of the famous AI book “Artificial Intelligence: A Modern Approach,� also explains why Lisp is one of the top programming languages for AI development. Prolog
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8/16/2019
Programming Languages for AI - usm systems - Medium
Prologue stands alongside Lisp when it comes to usage and usage. According to the literature, Prologue Programming for Artificial Intelligence, Prolog is one of the few programming languages for programming, which is very useful for AI programming. For example, it offers model matching, automatic backtracking, and tree-based data structure mechanisms. Combining these mechanisms provides a flexible framework for work. The prologue is widely used in expert systems for AI and is also used to work on medical projects.
C ++ C ++ is the fastest programming language in the world. Its ability to speak at the hardware level allows developers to improve their program execution time. C ++ is very useful for AI projects, which are time-sensitive. Search engines, for example, can make extensive use of C ++. In AI, C ++ can be used for statistical AI techniques found in neural networks. Algorithms for faster implementation can also be written extensively in C ++, and AI in games is often coded for faster execution and response time in C ++. https://medium.com/@usmsystems23/programming-languages-for-ai-30e8227c2a44
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8/16/2019
Programming Languages for AI - usm systems - Medium
Final Thoughts Choosing the programming language for your AI project depends largely on the sub-field. So before you choose a programming language, make sure you use it extensively and not partially. Overall of these programming languages, Python is slowly moving up, as it can be used for most AI subfields. Lisp and Prologue have always been there and some groups are using them extensively as they are more productive with them. Java and C ++ are still very useful because of the benefits they provide.
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