Chevron Left
Back to Mathematics for Machine Learning: Linear Algebra

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

10,947 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 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


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:

1076 - 1100 of 2,201 Reviews for Mathematics for Machine Learning: Linear Algebra

By Zhen Y

Sep 19, 2022

By Toshio S

Jan 13, 2022

By S J

Apr 29, 2020

By Adel K

Sep 8, 2019

By Ricardo F

Jun 10, 2019

By Martin B

Sep 22, 2018

By Kannan S

Apr 11, 2018

By Benjamin S J

Sep 12, 2021

By Kushagra A

Jun 16, 2021

By Dan C

Nov 18, 2020

By Mohammed R

Sep 7, 2020

By Karthick P

Jun 29, 2020


Jun 2, 2020


Apr 26, 2020

By Hanuman M G

Apr 11, 2020

By Sumit K S

Jan 2, 2020

By Alok R S

Dec 3, 2019

By Mohammed A

Aug 26, 2019

By Yashasva P

Jun 8, 2019

By Niu K

Dec 24, 2018

By Geoffrey B

Oct 30, 2021

By Kushagra S

Feb 16, 2021

By Levent G

Nov 4, 2020

By Rafael M

Sep 2, 2020

By Kendre P P e

Jul 12, 2020