Chevron Left
Back to Mathematics for Machine Learning: Linear Algebra

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

11,190 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


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.

Filter by:

1676 - 1700 of 2,221 Reviews for Mathematics for Machine Learning: Linear Algebra

By Gabriel L S

Aug 12, 2019

By Allan d Q

Nov 13, 2020

By Yuriy G

Jan 31, 2019

By Kumar S

Apr 14, 2020

By Nikita V M

Feb 6, 2020

By Leandro C F

Mar 4, 2021

By Alex R

Mar 28, 2021

By Khubaib A

Jul 27, 2020

By William L

May 19, 2018

By James G

Apr 1, 2018

By Kitty

Jun 12, 2019

By Mohamed H

Mar 16, 2021

By Amit A

Aug 30, 2019

By Grant T

Jun 30, 2020

By Lizzie M

May 25, 2020

By Rob O

Apr 10, 2020

By Oriol C

Jun 6, 2021

By Mackie Z

Aug 3, 2020

By Pavel S

Dec 12, 2019

By Alex H

Jun 8, 2020

By Fang Z

Jun 11, 2019

By Prasad N R

Sep 30, 2019

By Musiboyina Y

May 26, 2018

By s S

Aug 5, 2018

By Jennifer J

Jul 17, 2020