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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
12,504 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

LK

Oct 27, 2023

Very good course. I liked very much the way the topics were presented and explained. I especially appreciate David Dye's clarity of explanations, enthusiasm, passion, and joyful attitude. Thank you.

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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1551 - 1575 of 2,469 Reviews for Mathematics for Machine Learning: Linear Algebra

By Fernando J

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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

•

Aug 30, 2020

Great course!!!!!!

By Zike L

•

Aug 14, 2020

very useful course

By Jim A

•

Apr 15, 2020

Great instruction.

By tishat a

•

Apr 15, 2020

week 5 was amazing

By Dipit M

•

Jan 8, 2020

Amazing Experience

By muhamad r

•

Feb 20, 2019

easy to understand

By Bruno F

•

Oct 10, 2018

Very useful course

By Carlos S

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May 31, 2018

Good refreshing!!!

By Pepe P

•

Aug 3, 2024

Excellent course!

By Rida A J

•

Dec 3, 2023

it was a good one

By Krishna N

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Jan 6, 2023

Beautiful course!

By Yujia Q

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Nov 4, 2022

Very good course!

By Arnie D

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Sep 26, 2021

I had lots of fun

By Lalit D

•

Sep 6, 2021

Good for Revision

By Deleted A

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Nov 30, 2020

Simply excellent!