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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
12,478 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

AS

Jul 11, 2019

It's a nice course but instructors should go in more details. It's mostly high school mathematics. I was expecting undergraduate level Linear Algebra. Otherwise it was a good learning experience.

DV

Jun 24, 2019

This was a terrific course; the instructors' are passionate and knowledgeable about the course material, the assignments are engaging and relevant, and the length of the videos feels "just right".

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1601 - 1625 of 2,466 Reviews for Mathematics for Machine Learning: Linear Algebra

By Khushvant C

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May 22, 2020

Excellent course

By Dhananjay B

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May 15, 2020

Well Structured!

By DINESH B K

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Apr 22, 2020

excellent course

By Shauvik D

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Apr 12, 2020

Excellent Course

By Trinnawat

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Apr 11, 2020

Very good course

By Mohd A

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Apr 6, 2020

Excellent course

By Lina T

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Feb 22, 2020

Excellent course

By amravi s

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Mar 3, 2019

excellent course

By James T

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Oct 27, 2018

Excellent course

By Siddharth S

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Jun 23, 2018

Simply Fantastic

By Bálint - H F

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Jun 6, 2018

Very very good !

By Rohan

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Aug 12, 2020

Great course !!

By Jorge M A

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Aug 8, 2020

Amazing course!

By Amritpal S 1

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Nov 4, 2019

Learnt alot..!!

By Samuel Z

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Dec 7, 2018

Amazing course!

By Aditya U

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Aug 23, 2018

Awesome course!

By Vinay P K

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Mar 10, 2018

Good Refresher.

By Favre d M

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Aug 25, 2021

Très bon cours

By Sai N S D

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Jul 20, 2021

Well Discussed

By Santosh K S

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Jul 12, 2021

Great course.

By Julio C D M

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Apr 20, 2021

Great course!!

By Rifky A

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Mar 11, 2021

Fun Course !!!

By Agung W

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Mar 8, 2021

nice whieboard

By Gao F

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Jan 19, 2021

Perfect course

By keraghel i

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Oct 22, 2020

Excellent !!!!