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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
12,519 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

DT

May 30, 2021

This is a great course to built foundation for Machine Learning. Both the lecturers are amazing and great use of technology in presenting the concepts. Great example linked to PageRank algorithm.

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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1451 - 1475 of 2,472 Reviews for Mathematics for Machine Learning: Linear Algebra

By QUYEN H N M

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Feb 17, 2021

nice course for learning math

By Rahaman M S

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Nov 30, 2020

Thank you so much professor's

By Aarafat G

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Nov 15, 2020

its so helpful for learning .

By Rajkumar C

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Jun 5, 2020

Great course and instructers.

By Mukesh M

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Sep 30, 2019

Awesome Course, learned a ton

By Conan J

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Jul 17, 2019

Very good video explanations.

By Chenyu W

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Sep 24, 2018

Very Good and Useful Course!

By Shan X

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Jul 20, 2018

It's a great course made easy

By Raihan A

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Mar 23, 2023

very useful for data analyst

By Mu E

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Dec 31, 2022

Very helpful and challenging

By Lu Y

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Jan 25, 2021

detailed explanation. Thanks

By Steven P M

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Apr 5, 2019

Great Linear Algebra course!

By Wu Y Y

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Jun 12, 2023

The course is very helpful!

By Afdoni P S

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Mar 24, 2023

this course really helpfull

By Moses I T

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Jan 20, 2023

Good, clear, easy to follow

By ali k

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Apr 5, 2022

It was usefull and helpfull

By Shohanur R

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Sep 17, 2020

What a wonderful experience

By ANDRES F R R

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Aug 4, 2020

Honestly, its been amazing.

By Asma A H

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Jun 4, 2020

it was an excellent Course.

By Dr I H

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Jan 25, 2019

I really enjoyed the course

By Amardeep C

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Sep 11, 2024

Challenging and enjoyable.

By Yanathip B

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Feb 12, 2022

Fun and easy-to-understand

By Serguei Y

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Sep 4, 2021

Very easy and interesting.

By Mihran A M

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Jul 29, 2021

It is an excellent course