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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
12,522 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 29, 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.

MS

May 7, 2018

Good, but sometimes it is neccessary to look for supporting materials. I took this course in combination with MIT course in LA and this offered another, more practice oriented, view on the topic.

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1576 - 1600 of 2,473 Reviews for Mathematics for Machine Learning: Linear Algebra

By Lalit D

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Sep 6, 2021

Good for Revision

By Deleted A

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Nov 29, 2020

Simply excellent!

By Miguel R H P

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Oct 7, 2020

Excellent course.

By Ms.Smitha G N M

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Aug 14, 2020

It is very nice..

By Jaafar S

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Aug 13, 2020

Very informative.

By Quoc-Khanh N

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Jun 28, 2020

Very nice course!

By Abd-Elrhman M (

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Jun 8, 2020

great material <3

By Алексей А

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Apr 7, 2020

Unbelievably cool

By jason

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Mar 25, 2020

excellent course!

By Evgeny M

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Feb 22, 2020

Excellent course!

By Fabian G

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Dec 23, 2019

Excellent course.

By Runjeeth N

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Jul 8, 2019

just exceptional.

By Sanjiv R

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Jun 23, 2019

Very good course.

By Yurii O

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Jun 11, 2019

Best course ever!

By Boyan S

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Dec 15, 2018

Excellent Course.

By EDGAR O R T

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Nov 9, 2025

EXCELLENT COURSE

By Dr. S K R M

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Sep 5, 2025

excellent course

By Ana-Raluca B

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Dec 30, 2021

Fantastic course

By Muhammad H

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Sep 11, 2021

Excellent course

By Javas A B Y P

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Mar 10, 2021

This is amazing!

By nisha c

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Nov 23, 2020

Helpful Course..

By Luis U

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Oct 26, 2020

Very Good Course

By Raphael F

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Oct 16, 2020

Very Good Course

By Colin H

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Oct 2, 2020

Excellent course