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.
- No need to recompile the source code, so developers can easily make some modifications and see the results.
- Python is not dependent on any operating system. So one can develop machine learning on any of the OS available in the market.
- This is a simple to read language, so any python developer can easily understand their peers’ code and modify, copy or share it.
- It has specific libraries for data visualization- for instance, * Matplotlib, seaborn etc. One can make any type of graphs and charts with it. 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.
- It can handle recursion and lists naturally. Also it gives the language an extra privilege.
- Works well for natural language processing. ELIZA, the first chatbot, was developed using prolog.
- This language is declarative in nature and it expresses logic in relations, represented as facts and rules.
- Visual Prolog compiler is an optimized compiler that makes code compilation easier.
- Visual Prolog Integrated Development Environment is Prolog’s IDE, that helps you to make apps and test them.
3. R: A Statistical Language-