Chevron Left
Back to Mathematics for Machine Learning: Linear Algebra

Learner Reviews & Feedback for Mathematics for Machine Learning: Linear Algebra by Imperial College London

11,196 ratings

About the Course

In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these to solve problems. Finally we look at how to use these to do fun things with datasets - like how to rotate images of faces and how to extract eigenvectors to look at how the Pagerank algorithm works. Since we're aiming at data-driven applications, we'll be implementing some of these ideas in code, not just on pencil and paper. Towards the end of the course, you'll write code blocks and encounter Jupyter notebooks in Python, but don't worry, these will be quite short, focussed on the concepts, and will guide you through if you’ve not coded before. At the end of this course you will have an intuitive understanding of vectors and matrices that will help you bridge the gap into linear algebra problems, and how to apply these concepts to machine learning....

Top reviews


Sep 9, 2019

Excellent review of Linear Algebra even for those who have taken it at school. Handwriting of the first instructor wasn't always legible, but wasn't too bad. Second instructor's handwriting is better.


Mar 31, 2018

Amazing course, great instructors. The amount of working linear algebra knowledge you get from this single course is substantial. It has already helped solidify my learning in other ML and AI courses.

Filter by:

751 - 775 of 2,222 Reviews for Mathematics for Machine Learning: Linear Algebra

By Riley

Jan 31, 2019

By Stephen B

Mar 28, 2018

By Ahmed E

Nov 24, 2020

By 林晓华

Jun 8, 2020

By David C

Sep 23, 2019

By Anuj N

Apr 11, 2019


Apr 3, 2019

By Anqi K

Jun 22, 2018

By Keer M

Jun 3, 2018

By Cy L

May 19, 2018

By Suraj G

Nov 21, 2020

By Mridul G

Jul 28, 2020

By D. H

Feb 10, 2020

By Arido R

Sep 17, 2021

By Hasaranga D J

Feb 19, 2021

By Abdullah A

Oct 1, 2020

By Anas N B

Jun 6, 2018

By Niclas F S

Apr 14, 2018

By Grzegorz S

Mar 11, 2021

By Mun H L

Feb 21, 2021

By Jack K

Sep 12, 2020

By Shahed I

Jun 5, 2020

By Jessiedee M G

Jun 4, 2020

By Siddharth A

Apr 12, 2020

By Judy W

Feb 2, 2020