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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
12,291 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.

EC

Sep 9, 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.

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2426 - 2436 of 2,436 Reviews for Mathematics for Machine Learning: Linear Algebra

By ankit p

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Aug 24, 2020

Not for someone with less knowledge about terminologies.

By Jules A d C

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May 6, 2020

Doesn't explain how it is related to Machine Learning.

By Karthikeyan R

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Jan 12, 2025

Not clear on the concept, too many gaps to understand

By Ephraim N

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Oct 5, 2020

Please I am not interested in taking the course again

By Himanish C

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May 4, 2021

Terrible course, skips through a lot of concepts

By Deleted A

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May 29, 2020

Don’t waste your money with Coursera it’s a con.

By Andrew E

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Jun 17, 2019

First quiz doesn’t work properly. Can’t submit.

By cyara g

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Mar 20, 2025

i need my lab reset, and no one is helping me.

By Chris Y

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Aug 30, 2019

very bad, everything is not clear

By Enyang W

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Aug 23, 2019

worst course ever

By Vaibhav J

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Aug 10, 2020

Bad