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
10,958 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

PL

Aug 25, 2018

Great way to learn about applied Linear Algebra. Should be fairly easy if you have any background with linear algebra, but looks at concepts through the scope of geometric application, which is fresh.

NS

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:

1776 - 1800 of 2,203 Reviews for Mathematics for Machine Learning: Linear Algebra

By Sastry

Apr 11, 2018

By NAVEEN R

Aug 2, 2020

By Amer M

Jun 28, 2020

By Alek C

Dec 7, 2020

By rezvaneh z

Apr 19, 2020

By JAY C

Jun 30, 2019

By Victor D

Jul 14, 2020

By Jaumir V D S J

Mar 17, 2019

By David G R A

Mar 4, 2021

By João M G

Jul 28, 2019

By Artur A B

Sep 29, 2018

By Caroline S G

Jan 12, 2022

By Scott A

Apr 22, 2018

By Nikhil K

Apr 22, 2020

By Karthik

Apr 19, 2018

By MazHar A N

Nov 29, 2021

By Mohit P

Apr 18, 2020

By Shader

Oct 13, 2018

By HARISH A

Dec 22, 2018

By NGUYEN B D T

Feb 16, 2021

By Sagar L

Feb 15, 2020

By Abhradeep M

Aug 24, 2022

By Andy T

Aug 22, 2020

By Achal C

May 19, 2020