Chevron Left
Back to Mathematics for Machine Learning: Linear Algebra

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

4.7
stars
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

HE

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

EC

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:

1826 - 1850 of 2,201 Reviews for Mathematics for Machine Learning: Linear Algebra

By Ahmad A A D

Nov 11, 2020

By Joanna M

Apr 6, 2021

By Sherina M

Mar 11, 2021

By Jayaram O

Jun 14, 2020

By Dharv P

Jul 22, 2020

By Peter S

Oct 8, 2020

By Kartikeya S

Jun 2, 2020

By Rahul B

Apr 22, 2020

By Muhammad E

Aug 8, 2020

By Sudhir N

May 31, 2019

By jiang y

Aug 15, 2020

By Dhruv A

Jul 31, 2020

By Daniel T

Jun 18, 2019

By Robert S

Aug 18, 2018

By Marcos G A

Jul 7, 2020

By Weiyu G

Aug 12, 2019

By James H

May 24, 2018

By Alex S

Aug 8, 2018

By Isaac N

Apr 18, 2018

By Rishabh D

Mar 15, 2020

By SAMUEL D S A

May 9, 2020

By 刘静怡

Jan 12, 2019

By Douglas C

Jul 2, 2020

By Alex G

Jun 14, 2020

By Jordin W

Jan 14, 2020