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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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2426 - 2432 of 2,432 Reviews for Mathematics for Machine Learning: Linear Algebra

By Ephraim N

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Oct 5, 2020

Please I am not interested in taking the course again

By Himanish C

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May 4, 2021

Terrible course, skips through a lot of concepts

By Deleted A

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May 29, 2020

Don’t waste your money with Coursera it’s a con.

By Andrew E

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Jun 17, 2019

First quiz doesn’t work properly. Can’t submit.

By Chris Y

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Aug 30, 2019

very bad, everything is not clear

By Enyang W

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Aug 23, 2019

worst course ever

By Vaibhav J

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Aug 10, 2020

Bad