Chevron Left
Back to Mathematics for Machine Learning: Linear Algebra

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

11,195 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


Aug 25, 2018

Great way to learn about applied Linear Algebra. Should be fairly easy if you have any background with linear algebra, but looks at concepts through the scope of geometric application, which is fresh.


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.

Filter by:

726 - 750 of 2,222 Reviews for Mathematics for Machine Learning: Linear Algebra

By Guz V

Jun 15, 2020

By Kong F

May 1, 2020

By Chethan C

Jun 17, 2019

By Mashchenko M

May 12, 2019

By Syed S A

Jan 29, 2019

By Paulo Y C

Jan 11, 2019

By Saptadeep D

Jun 1, 2018

By Iurii S

Mar 28, 2018

By Marcus

Jul 31, 2022

By lidong s

Dec 22, 2021

By Venkatesh N

Feb 4, 2020

By Markus M E

Jul 10, 2019

By Rishabh A

Jun 3, 2019

By Puja P N B M

Mar 23, 2022

By Abu I M S A

Oct 29, 2020

By Sanjay S

Sep 22, 2020

By Rudra P D

Sep 17, 2020

By Rami Z

Jul 24, 2020

By Kimia H

Jul 5, 2020

By Kok H W

May 18, 2020

By Arunish S

Jul 25, 2019

By Prakash G

Apr 4, 2019


Oct 16, 2018


Aug 12, 2020

By Ricardo F

May 11, 2020