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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
12,471 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

NS

Dec 22, 2018

Professors teaches in so much friendly manner. This is beginner level course. Don't expect you will dive deep inside the Linear Algebra. But the foundation will become solid if you attend this course.

PS

May 8, 2018

Excellent course on the relevant parts of linear algebra for CS. Both instructors are great fun to watch and the assignments use up-to-date Python programming and Jupyter notebooks. Well done !!!

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1401 - 1425 of 2,465 Reviews for Mathematics for Machine Learning: Linear Algebra

By fateme a

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May 9, 2023

It's a great course, thanks a lot

By Kane W

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Jan 27, 2023

this is really an amazing course.

By Luis V

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Jun 9, 2022

great professors, easy to digest!

By alfatoni n

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Feb 25, 2021

I'm very happy pass in the course

By Ks R

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Oct 31, 2020

Provides good conceptual overview

By Alan

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Aug 2, 2020

Really enjoyed it. Learned a lot.

By p.amirtha g

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Jul 13, 2020

Best Intuitive Maths course ever!

By Mudit K S

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Jun 8, 2020

Awesome start to machine learning

By ketan

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Jan 12, 2020

Nicely Paced and Expertly taught.

By Muhammad M

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Aug 21, 2019

An amazing course for a beginner.

By gaurav k

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Jul 3, 2019

well explained details on Algebra

By Michael B

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Jun 22, 2019

Excellent course and instructors!

By nicole s

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Apr 16, 2018

Great teacher and teaching style!

By Aqib A

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Jul 26, 2025

Best course for machine Learning

By Juan E N C

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Sep 17, 2024

Covers required material for L.A

By Abhishek C S

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Oct 3, 2020

great and patient teaching staff

By Laura L

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Sep 26, 2020

ESTE CURSO.... SE PUEDE TRADUCIR

By SURYADEVI B

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Jul 23, 2020

Very helpful videos and lectures

By Kamlesh K

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Jun 18, 2020

It is truly amazing and helpful.

By Bala

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Aug 16, 2019

Easy and comfortable class ever.

By Alex

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Sep 18, 2021

very nice and intuitive course

By Vaneesh D

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Sep 10, 2021

Very good, worth every second !

By Aditya J

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Mar 4, 2021

Excellent introduction to ML!!!

By Zhongfa L

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Feb 13, 2021

Great refresher of undergrad LA