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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
12,484 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

GB

Aug 16, 2020

The instruction was good throughout, but I would urge fellow students to take the time to work through the problems as suggested. Also, the eigen- stuff is quite tricky and can fool you. Be careful.

AS

Jul 11, 2019

It's a nice course but instructors should go in more details. It's mostly high school mathematics. I was expecting undergraduate level Linear Algebra. Otherwise it was a good learning experience.

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2251 - 2275 of 2,467 Reviews for Mathematics for Machine Learning: Linear Algebra

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

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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

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May 26, 2020

fantastic

By KRAKOU D G S

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May 23, 2020

very good

By Sharob S

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Mar 4, 2019

Loved it.

By EL O A

•

May 20, 2018

Very nice

By NITESH J

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Jul 5, 2020

TOO long

By TAVVA G M

•

May 17, 2020

good one

By Thita A I S

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Mar 2, 2021

thank's

By Millati A L

•

Mar 25, 2021

yesss

By G A N M

•

Oct 14, 2020

Good!

By Deleted A

•

Sep 27, 2018

Good!

By Niyozkhon E

•

Aug 19, 2025

good

By Gilang M

•

Mar 21, 2023

Good

By venkatadurga P

•

Sep 13, 2021

good

By Persis

•

Jul 18, 2020

gfhf

By Zhassulan S

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May 24, 2020

Good

By Ishan Y A

•

May 19, 2020

nice

By Li J

•

May 20, 2018

nice