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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
12,447 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

Apr 1, 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.

MG

May 31, 2020

A great course covering key aspects of Linear Algebra with the lecturers giving a good intuition about what's going on with the subjects.(PS. I loved the sense of humor of Prof.Dye it was really fun!)

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1701 - 1725 of 2,457 Reviews for Mathematics for Machine Learning: Linear Algebra

By Siti S

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Feb 28, 2021

Amazing :)

By Qiming L

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Nov 4, 2020

Very good!

By Nguy?n T ?

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Oct 29, 2020

Wonderful!

By Qinqin X

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Jul 12, 2020

It is hard

By Daniel T d L F

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Mar 17, 2020

Very good!

By Dunwei P

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Mar 10, 2020

贰虫肠别濒濒别苍迟！

By Juan N C U

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Nov 24, 2019

Muy aspero

By Hass A

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Aug 14, 2019

Thank you.

By Nedim M

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Aug 6, 2019

Thank You!

By denise d

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May 6, 2018

Excellent!

By Mashima T

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Mar 24, 2018

(??????)??

By Shreejeet P T

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Oct 1, 2024

nice info

By Neolanis I S H

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Jan 3, 2024

Very good

By Naime A

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Oct 1, 2023

thank you

By Rahmat

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Mar 25, 2023

Very good

By Arpit T

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Jul 28, 2022

loved it!

By Hoang L

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Jun 9, 2022

Very good

By Jack S

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Mar 9, 2022

驳谤别补迟！！！！

By Mranmay S

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Aug 23, 2021

excellent

By Charles T

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Mar 2, 2021

Loved it!

By Sabrina M U

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Feb 26, 2021

good job!

By Sai N

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Sep 27, 2020

very nice

By Rahul D

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Sep 23, 2020

Excellent

By miguel s

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Sep 21, 2020

very well

By dnyani02@gmail.com

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Aug 17, 2020

THANK YOU