Chevron Left
Back to Mathematics for Machine Learning: Linear Algebra

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

11,204 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:

1901 - 1925 of 2,222 Reviews for Mathematics for Machine Learning: Linear Algebra

By Hamza F

Mar 24, 2020

By Marwa A E K

Oct 18, 2019

By Berkay E

Jul 26, 2019

By Mars F

Apr 16, 2019

By Vinayaka R K

Aug 15, 2020

By Mohamed A A

Jun 23, 2020

By Md M I

May 3, 2020

By Alexander D K

Aug 21, 2019


Dec 27, 2020

By Andrew X

Nov 2, 2020

By Aditya G

Sep 2, 2019

By Nishant A

Jun 4, 2018

By bowman

Jul 24, 2020

By Utkarsh L

May 15, 2020

By George P

Apr 12, 2020

By Peeyush S K

Nov 20, 2021

By Elnur M

Apr 8, 2020

By Hayder M A

Apr 25, 2020

By parikshit s

Feb 16, 2020

By Antoine P

Jan 20, 2021

By akhil

May 31, 2020

By Zhejian C

Jan 20, 2020

By Andrew K

Feb 17, 2019

By Vinayak k

Jun 7, 2020

By Michał K

Nov 29, 2019