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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
12,265 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

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!)

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.

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1376 - 1400 of 2,432 Reviews for Mathematics for Machine Learning: Linear Algebra

By Gilsiley D

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Jul 28, 2020

Excellent journey to review maths.

By Gizem G

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May 6, 2020

Great course!! Highly recommended!

By Shin K

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Apr 27, 2020

Assignments are fun and practical.

By Christopher R

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Mar 15, 2020

Hat Spaß gemacht und viel gelernt!

By Anshuman B

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Aug 29, 2019

Crisp and to the point, Liked it !

By Garrett B

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Jul 19, 2019

Excellent Presentation of material

By Arnab M

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May 26, 2019

Great Course! Great Professors!..

By Daniel U

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Aug 13, 2018

Excellently presented, well-paced.

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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Nov 1, 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 Ezequiel A G

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Jul 9, 2018

Amazing course! Thank you so much

By nicole s

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Apr 17, 2018

Great teacher and teaching style!

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