Chevron Left
Back to Mathematics for Machine Learning: Linear Algebra

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

11,209 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.


Aug 8, 2021

the instrutors were too good and their explination for the concepts was to the point and it made me realize things in linear algebra I didn't know before although I studied it in school of engineering

Filter by:

601 - 625 of 2,223 Reviews for Mathematics for Machine Learning: Linear Algebra

By Daniel W

May 1, 2020

By Nushaine F

Jun 8, 2019

By Animikh A

Mar 27, 2022

By Anjali K

May 7, 2020

By Praveen J

Apr 19, 2020

By Vipin S

Jul 29, 2019

By liyimeng

Jun 18, 2018

By Mazhar A

Aug 27, 2020


Jul 16, 2020

By Pete F

Jul 6, 2020

By Iswarya K V

Jun 27, 2020

By Neeraj R

Jan 26, 2019

By Hiren G

Oct 11, 2020

By Shenyi H

Aug 16, 2020

By Edward A

May 22, 2020

By Awez H

Apr 12, 2020

By Munesh L

May 15, 2018

By Hao W

Jun 7, 2020

By Adman A

Aug 1, 2019

By Nalluri R

Sep 27, 2020

By 83 E Y M

Apr 18, 2020

By Raghuram K

Jan 29, 2020

By Luis F S U

Aug 21, 2019

By Zhuoyu C

Nov 23, 2019

By Ajay S

Feb 21, 2019