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

11,475 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.

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1526 - 1550 of 2,272 Reviews for Mathematics for Machine Learning: Linear Algebra

By Virender p s

Jun 3, 2019

Great course.

By Viswanath M

Nov 14, 2018

Very helpful!

By Marakhi D

May 8, 2018

Great course.

By Tien H H

Jan 24, 2022

Great Course

By iorilu

Jun 3, 2021

very helpful

By Naeem A

Dec 27, 2020

Great course

By James S

Sep 22, 2020

great course

By Arnau P

Jul 30, 2020

Really cool!

By Russel A

Jul 30, 2020

Great course

By manshu k

Sep 5, 2019

Really good.

By Karim M E

Jul 25, 2019

great course

By Maya A

Jul 22, 2019

great course


Mar 30, 2019


By Marco C

Jan 27, 2019

Simply great

By Gorelov A

Jan 20, 2019

Great course

By Yerjan A

Jan 4, 2019

Got momentum

By Sambeet P

Nov 14, 2018

Great Course

By guangyuan l

Jul 26, 2018

Pretty nice!

By 郭立

Jun 7, 2018


By 김두환

Mar 28, 2023

really nice

By Harold V

Sep 22, 2022


By Kyhoname

Aug 8, 2022

good course

By Xếp T T

Jul 14, 2022

Good Course

By Roger E

May 3, 2022

great job!

By Bintang F E

Mar 12, 2021

mantap jiwa