Chevron Left
Back to Mathematics for Machine Learning: Linear Algebra

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

10,943 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


Dec 22, 2018

Professors teaches in so much friendly manner. This is beginner level course. Don't expect you will dive deep inside the Linear Algebra. But the foundation will become solid if you attend this course.


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:

2051 - 2075 of 2,201 Reviews for Mathematics for Machine Learning: Linear Algebra

By Xinhui Y

Sep 8, 2020

By Chika

Jun 13, 2019

By Zax

Apr 13, 2021

By Ali R A

May 10, 2020

By Nate C

Jan 26, 2019

By Eslam A

May 14, 2022

By Fernando B d M

May 14, 2018

By Mattia P

Mar 30, 2018

By Huy T

Jun 17, 2021

By Anais P

May 7, 2020

By Faye M

Jan 16, 2020

By Ilaria G

Oct 24, 2019

By Thomas S

Oct 16, 2020

By Chakravarthy R

Sep 16, 2019

By Denys H

Aug 6, 2022

By G V

Jan 23, 2022

By Meng H P

Feb 1, 2020

By Santiago R R

Jun 20, 2020

By Rong D

Aug 30, 2018

By Marcus V C A

May 23, 2021

By TirupathiRao p

May 16, 2020

By David D

Aug 18, 2020

By Aurel N

May 8, 2020

By Akeel A

Jul 22, 2020