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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
12,519 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

DT

May 30, 2021

This is a great course to built foundation for Machine Learning. Both the lecturers are amazing and great use of technology in presenting the concepts. Great example linked to PageRank algorithm.

DV

Jun 25, 2019

This was a terrific course; the instructors' are passionate and knowledgeable about the course material, the assignments are engaging and relevant, and the length of the videos feels "just right".

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2251 - 2275 of 2,472 Reviews for Mathematics for Machine Learning: Linear Algebra

By Burhanudin B

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Dec 21, 2024

Enjoy learning

By Lindly V M

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Sep 19, 2020

Learned a lot!

By Ronak J

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Jun 13, 2020

Amazing

Course

By Siddharth S

•

Oct 16, 2018

A nice course.

By Chinaza N

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Jun 6, 2022

Great course!

By Moinul I

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May 23, 2022

great course

By ayush p

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Jun 1, 2020

Great course

By Akhil K

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Oct 21, 2018

great course

By M D 1

•

May 30, 2021

Good Course

By Md H R

•

Dec 19, 2020

Good course

By Ananda U

•

May 27, 2020

Nice Course

By Zala R

•

May 27, 2020

fantastic

By KRAKOU D G S

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May 23, 2020

very good

By Sharob S

•

Mar 5, 2019

Loved it.

By EL O A

•

May 21, 2018

Very nice

By NITESH J

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Jul 6, 2020

TOO long

By TAVVA G M

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May 17, 2020

good one

By Thita A I S

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Mar 2, 2021

thank's

By Millati A L

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Mar 26, 2021

yesss

By G A N M

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Oct 14, 2020

Good!

By Deleted A

•

Sep 27, 2018

Good!

By Niyozkhon E

•

Aug 19, 2025

good

By Gilang M

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Mar 22, 2023

Good

By venkatadurga P

•

Sep 13, 2021

good