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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
12,465 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

GB

Aug 16, 2020

The instruction was good throughout, but I would urge fellow students to take the time to work through the problems as suggested. Also, the eigen- stuff is quite tricky and can fool you. Be careful.

LK

Oct 26, 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.

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1801 - 1825 of 2,462 Reviews for Mathematics for Machine Learning: Linear Algebra

By Fitrah S

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Mar 16, 2023

cool

By Kaushal A

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Jan 27, 2023

Good

By Elkin A V S

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Apr 14, 2022

good

By Doni S

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Mar 27, 2022

Good

By Quế A

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Jul 24, 2021

nice

By 안병수

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Jul 16, 2021

good

By 지홍근

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Apr 2, 2021

good

By Alivia Z

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Mar 18, 2021

good

By Habib B K

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Mar 10, 2021

Nice

By Jatu K R

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Mar 10, 2021

nice

By Ahmad H N

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Mar 1, 2021

Good

By Hana B

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Feb 28, 2021

good

By Indah D S

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Feb 26, 2021

good

By Layyinatus S

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Feb 24, 2021

wow!

By Felix C

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Feb 23, 2021

good

By Merey O

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Dec 11, 2020

nice

By Yiya W

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Nov 30, 2020

good

By RAGHUVEER S D

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Jul 25, 2020

good

By Chow K M

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Jul 24, 2020

G

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By Jay

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Jul 22, 2020

good

By moksha m

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Jul 17, 2020

good

By AKSHATHA Y E

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Jul 16, 2020

Good

By Bhoomika H

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Jul 15, 2020

good

By BALAJI.V

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Jul 13, 2020

Good

By RAMÍREZ S C A

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Jun 29, 2020

Nice