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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
12,189 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.

PL

Aug 25, 2018

Great way to learn about applied Linear Algebra. Should be fairly easy if you have any background with linear algebra, but looks at concepts through the scope of geometric application, which is fresh.

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1251 - 1275 of 2,416 Reviews for Mathematics for Machine Learning: Linear Algebra

By Marco C

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Apr 8, 2018

One of the best online courses I've ever taken.

By Edgar M

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Sep 19, 2024

I personally found this course really helpful!

By Enrique A

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Oct 27, 2020

Mil Gracias I.C. London. Mil gracias Coursera.

By Derek B

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Aug 15, 2020

The professor is super clear and makes it fun!

By Majd A

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Jul 10, 2020

thank you so much this was so fun and informal

By AYUSH M

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Jun 12, 2020

Really Great way to brush up on Linear Algebra

By Manikant R

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Jun 6, 2020

Easy course, if you are an engineering student

By Pritesh R

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Apr 28, 2020

Need to provide more examples and explanations

By Vignesh S

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Nov 24, 2019

Awesome course with great learning experience!

By יונה פ

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Oct 8, 2019

greate course! really clear and well teaching!

By Syed M S M

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Aug 29, 2019

Essential recap and practical implementations.

By sudipta p

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Jul 22, 2019

I am in last week and till now it is the best.

By Bruce

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Feb 20, 2019

The best linear algebra courses I ever learnt！

By Aditya V

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Oct 7, 2018

great instructors!

great learning!

great course!

By Mumtaz H

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Aug 20, 2018

It was good experience. I enjoyed this course.

By A F

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Sep 20, 2024

Very well Oriented course for Linear Algebra.

By B.KANNAN

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Aug 4, 2021

Informative and Useful, Thanks for the Course

By Ali T

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Oct 21, 2020

Difficult assignments, but worth the learning

By Homar H

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Aug 6, 2020

A perfect course to start with linear algebra

By AKSHAY S G

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Apr 25, 2020

one of the good course about machine learning

By Zhou Y

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Mar 3, 2020

Excellent course! Enjoyable learning process.

By Alexander Z

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Jul 26, 2018

Awesome introduction to LA!

Very good content!

By Nirmesh G

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May 6, 2018

very useful! changes the perspective of math.

By Shanxue J

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Apr 1, 2018

Truly exceptional course. Strongly recommend!

By Juan C F G

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Jun 1, 2024

The best Mathematics course I have ever seen