According to the World Economic Forum (WEF), 133 million new jobs will be created by AI by 2022. Out of the top AI job postings, machine learning has been a trending topic within artificial intelligence. Here is a live list of online machine learning courses from various universities, companies and research labs. There is always a chance that we missed something, though. So please let us know via email ([email protected]) if we left a good course out.

Python is the most used language in machine learning. Engineers writing machine learning systems often use Jupyter Notebooks and Python together. Jupyter Notebooks is a web application that allows experimentation by creating and sharing documents that contain live code, equations, and more. Machine learning involves trial and error to see which hyperparameters and feature engineering choices work best. It's useful to have a development environment such as Python so that you don't need to compile and package code before running it each time.