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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
12,454 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

EC

Sep 9, 2019

Excellent review of Linear Algebra even for those who have taken it at school. Handwriting of the first instructor wasn't always legible, but wasn't too bad. Second instructor's handwriting is better.

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.

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1651 - 1675 of 2,459 Reviews for Mathematics for Machine Learning: Linear Algebra

By iorilu

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Jun 3, 2021

very helpful

By Naeem A

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Dec 27, 2020

Great course

By James S

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Sep 22, 2020

great course

By Arnau P

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Jul 30, 2020

Really cool!

By Russel A

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Jul 30, 2020

Great course

By manshu k

•

Sep 5, 2019

Really good.

By Karim_1

•

Jul 25, 2019

great course

By Maya A

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Jul 22, 2019

great course

By sweta g

•

Mar 30, 2019

GOOD COURSES

By Marco C

•

Jan 27, 2019

Simply great

By Gorelov A

•

Jan 20, 2019

Great course

By Yerjan A

•

Jan 4, 2019

Got momentum

By Sambeet P

•

Nov 14, 2018

Great Course

By guangyuan l

•

Jul 26, 2018

Pretty nice!

By 郭立

•

Jun 7, 2018

excellent!!!

By JEWIN J 2

•

Sep 25, 2025

Really Good

By Jose A R C

•

Aug 3, 2024

Good pacing

By Eranda J

•

Feb 24, 2024

recommended

By Nguyễn Đ T (

•

Dec 12, 2023

Very good !

By Perumal R S

•

Sep 28, 2023

Excellent..

By Mạnh V

•

Jun 21, 2023

Nice course

By PADALA S (

•

Jun 10, 2023

nice course

By 김두환

•

Mar 28, 2023

really nice

By Harold V

•

Sep 22, 2022

Brilliant!

By Đạt N

•

Aug 8, 2022

good course