Mathematics for Machine Learning

What it offers

This Imperial College London course is pitched as the prerequisite mathematics behind applications in data science and machine learning. Its focus is the groundwork, which makes it a sensible starting point for learners who feel their maths has gaps before they move on to building models.

Who it suits

Beginners who want a structured look at the maths before approaching machine learning code will get the most from it. Anyone already comfortable with linear algebra and calculus may find the material a quick review rather than new territory.

Worth knowing

• The listing is short and gives no detailed syllabus, so check the course outline before committing time.
• The level is listed as beginner.