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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
12,284 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.

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.

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1526 - 1550 of 2,433 Reviews for Mathematics for Machine Learning: Linear Algebra

By prudgin g

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Jan 6, 2020

David Dye the best!

By Andrew F

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Oct 8, 2018

Interesting subject

By GoldenTeeth C

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Sep 27, 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 24, 2018

It's really useful!

By Fernando J H

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Mar 3, 2025

Very useful course

By javier v m

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Apr 11, 2024

10/10 Great course

By Evans W

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Feb 26, 2024

Really good course

By Alexander Z

•

Nov 19, 2022

liked it vrey much

By dade

•

Sep 24, 2021

Execellent Course

By Mr. R N S

•

Aug 4, 2021

Very Useful Course

By Akbar W

•

Mar 8, 2021

i love this course

By Pranav A

•

Nov 7, 2020

Awesome experience

By Jeff D

•

Oct 30, 2020

I love this course

By SARTHAK C

•

Aug 30, 2020

Great course!!!!!!

By Zike L

•

Aug 13, 2020

very useful course

By Jim A

•

Apr 14, 2020

Great instruction.

By tishat a

•

Apr 14, 2020

week 5 was amazing

By Dipit M

•

Jan 8, 2020

Amazing Experience

By muhamad r

•

Feb 19, 2019

easy to understand

By Bruno F

•

Oct 9, 2018

Very useful course

By Carlos S

•

May 30, 2018

Good refreshing!!!

By Pepe P

•

Aug 3, 2024

Excellent course!

By Rida A J

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Dec 2, 2023

it was a good one

By Muhammad N A

•

Jul 14, 2023

Best for biggners