Industries have started their revolution towards digital transformation and automation. Artificial intelligence and machine learning are the two main companions they can have for revolution. Most of you may wonder about the fear looming over AI. Despite the fact that AI has its flaws, it is not nothing to be feared. Various benefits of AI overpower its flaws to provide the best business solutions with most extreme accuracy. Adopting AI to your business operations can increase efficiency, agility and reduce costs.
In future, we can see AI replicating human intelligence. For building efficient AI systems, you should know the programming languages and so here we came with the best programming languages with its features. Let’s have a look.
Also know the reasons to use artificial intelligence for business at- Why you should use artificial intelligence into your business?
Python is a leading programming language among artificial intelligence, machine learning and natural language processing. It is a widely used programming language due to its simple syntax and versatility. Near about 57% data scientists use Python regularly. Python is open-source and pretty handy in AI and ML. Means developers can easily modify it. Also there are various built-in Python libraries available for AI and ML. Data scientists use Scikit-Learn extensively for training models. Keras and tensorflow have gained a huge popularity in AI industry. One can build deep learning projects and software with PyTorch. Also, there are thousands of AI and ML models in Python. Simply, Python is pioneer of AI and ML.
Know the role of Python in artificial intelligence at- Role of Python in Artificial Intelligence (AI).
It is one of the oldest programming language that works with three elements- facts, rules and goals. Developer should define these three elements and then Prolog establishes relations between them to reach a certain conclusion by analyzing facts and rules. Algorithm implementation is carried out through logical inferences and searches. Prolog is a great language for developing AI systems since the solutions are logical and not just based on pre-existing statements. Also it is best to create chatbots,voice assistants and graphical user interfaces.
R is the best programming language in statistical computations. People also use it for data visualization. It has a command and IDEs like RStudio and Jupyter. It focuses on ease of use and offer different resources for handling libraries or drawing decent diagrams.
There are lots of artificial intelligence and machine learning programming languages. But none of them are some and efficient at the same time. Julia is a fast and it has easy syntax as compared to others. It is fast like C and easy syntax as Python? So data scientists prefer Julia for AI development.
Java is one of the most popular programming languages having multitude of open-source libraries. As it is user-friendly and provides an independent platform, considered good for developing AI. Java is a standard and flexible programming language that offers easy code debugging, scalability, the ability to support large-scale enterprises and graphical representation of data. It is easy to learn, versatile and its Virtual Machine Technology enables the development of AI language on various platforms. This principle is called The “WORA” (Once Written Read/Run Anywhere).
Most of the people prefer Haskell to make Artificial Intelligence and Machine Learning models. It comes with attributes like list, Lazy evaluation and LogicT. Haskell provides an infinite data structure that is great for search trees. From the start, many find it disturbing to work with graphs, which is the language’s only drawback.
Artificial intelligence and machine learning are making a huge change to every industry. Most of the businesses are thinking to adapt AI and ML technology for their businesses. If you are also one of them, you must know the list of languages and its features for an effective AI and ML development.