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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
12,324 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

EC

Sep 10, 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.

PL

Aug 26, 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.

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1526 - 1550 of 2,440 Reviews for Mathematics for Machine Learning: Linear Algebra

By Binh Q N

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Feb 28, 2021

Great & Valuable !!

By Jorge O

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Oct 22, 2020

Excelente course!!!

By prudgin g

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Jan 7, 2020

David Dye the best!

By Andrew F

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Oct 9, 2018

Interesting subject

By GoldenTeeth C

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Sep 28, 2018

讲得很清楚，视频内容的展示方式也很独特

By Harsh D

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Jun 13, 2018

nice of mathematics

By Nanyan Z

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May 25, 2018

It's really useful!

By Fernando J H

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Mar 4, 2025

Very useful course

By javier v m

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Apr 12, 2024

10/10 Great course

By Evans W

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Feb 26, 2024

Really good course

By Alexander Z

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Nov 20, 2022

liked it vrey much

By dade

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Sep 24, 2021

Execellent Course

By Mr. R N S

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Aug 4, 2021

Very Useful Course

By Akbar W

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Mar 9, 2021

i love this course

By Pranav A

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Nov 8, 2020

Awesome experience

By Jeff D

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Oct 30, 2020

I love this course

By SARTHAK C

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Aug 30, 2020

Great course!!!!!!

By Zike L

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Aug 14, 2020

very useful course

By Jim A

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Apr 15, 2020

Great instruction.

By tishat a

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Apr 15, 2020

week 5 was amazing

By Dipit M

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Jan 8, 2020

Amazing Experience

By muhamad r

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Feb 20, 2019

easy to understand

By Bruno F

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Oct 10, 2018

Very useful course

By Carlos S

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May 31, 2018

Good refreshing!!!

By Pepe P

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Aug 3, 2024

Excellent course!