Microsoft Data Science Course, free and online

Resource type

Microsoft Learn offers interactive ways to learn about machine learning.

It provides three learning paths: a complete course on data science fundamentals for machine learning, a course on understanding how machine learning works for those with little mathematical knowledge, and a course on creating machine learning models for those with some knowledge of machine learning or a strong mathematical background.

The courses cover topics such as supervised learning, data cleaning, data exploration and analysis, regression, classification, model architecture modification, model performance evaluation, and deep learning.