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
10,942 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

CS

Mar 31, 2018

Amazing course, great instructors. The amount of working linear algebra knowledge you get from this single course is substantial. It has already helped solidify my learning in other ML and AI courses.

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:

1051 - 1075 of 2,200 Reviews for Mathematics for Machine Learning: Linear Algebra

By Andrey T

Mar 12, 2019

By arif h

Jan 6, 2019

By Naveen R

Dec 25, 2018

By Geoffrey K

Oct 19, 2018

By Won-Yung L

Aug 5, 2018

By Vassiliy T

May 17, 2018

By Guillermo S A L

Jun 20, 2021

By Tobias H

Mar 28, 2021

By Mart A M

Dec 1, 2020

By Juan C R

Sep 13, 2020

By ISRAEL F G S

Jul 31, 2020

By Sagnik M

Jul 25, 2020

By yogesh g

Oct 30, 2019

By Andrew

Mar 12, 2019

By Rodrigo S Z

Aug 24, 2018

By Evgeny ( C

Jul 25, 2018

By Ayush B

Jul 24, 2018

By Ni P E J

Mar 19, 2022

By Suci A S

Mar 8, 2021

By Dr B M - P

Aug 8, 2020

By S J T

Jun 21, 2020

By K P

Jun 16, 2020

By Jinwoong K

Nov 24, 2018

By Tra N

Nov 8, 2018

By Xiao F

Apr 20, 2018