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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

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.

MG

May 30, 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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1776 - 1800 of 2,457 Reviews for Mathematics for Machine Learning: Linear Algebra

By mochammad g r

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Mar 3, 2021

Thanks

By 龚古铮

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Feb 2, 2021

Great!

By Thanh L P

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Aug 6, 2020

Great!

By Rehab A

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Jul 4, 2020

thanks

By Flt L G R

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May 26, 2020

THANKS

By Shijing C

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Mar 27, 2019

useful

By János G

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Feb 10, 2019

Superb

By Muhammad N I

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Mar 25, 2022

great

By Syeka B P

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Mar 21, 2022

great

By Lisa A

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Mar 2, 2021

Great

By Bojia S

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Jan 27, 2021

nice！

By Olzhas E

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Dec 9, 2020

хз хз

By Prabal G

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Oct 13, 2020

great

By Md. R Q S

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Aug 20, 2020

great

By Syed s A

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Jul 13, 2020

Nice!

By shobit G

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Nov 7, 2018

good!

By Stephen

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Sep 7, 2023

nice

By Piriyadarshini K

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May 24, 2023

good

By Muhammad K M

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Mar 31, 2023

good

By Muhammad J

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Mar 28, 2023

Good

By Angger M R

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Mar 16, 2023

good

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