If you're a novice in machine learning, you may have wondered what programming language should I know to become successful. If you want to be a good machine learning developer, you'll need to know these five major high-level programming languages. R: Because of its numerous built-in algorithms, R is a great tool for testing in the field of artificial intelligence. Although it is not the most user-friendly of programming languages, there is no lack of free resources for beginning and advanced programmers alike to help them get started. Python: Because of its simplicity, Python is the language of choice for machine learning developers, accounting for more than 60% of all developers. Open source and scalable. Java: It is a functional programming language that developers have used for a long time. As a result, it is used by developers who have transitioned into machine learning jobs. C++: There are a lot of machine learning systems that support C++, which is a strong language. The best way to study machine learning is to use C++, which is an excellent starting point if you already have some programming experience. Javascript: High-profile ML projects like Google's Tensorflow.js are built on JavaScript, which is also widely used in ML scripting languages. If you're a master of Javascript, you can perform anything from full-stack development to machine learning and natural language processing.
The most important programming language you should know to develop your career in Machine Learning in Python. Python has a great support system for Machine Learning and AI frameworks and it is easy to use. No doubt C++ has a faster run time in comparison to Python but to save time and effort one should go with Python. Python is a high-level programming language, faster, easy to code, and faster to test complex ML algorithms whereas C++ is quite difficult to code and time-consuming (but its run time is faster than Python). Both C++ and Python can be better options for Machine Learning but to start with you must go with Python.
Python, C/C++, Java, R, and JavaScript are the top five most popular programming languages for machine learning .