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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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1451 - 1475 of 2,432 Reviews for Mathematics for Machine Learning: Linear Algebra

By Amardeep C

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Sep 11, 2024

Challenging and enjoyable.

By Yanathip B

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Feb 12, 2022

Fun and easy-to-understand

By Serguei Y

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Sep 4, 2021

Very easy and interesting.

By Mihran A M

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Jul 28, 2021

It is an excellent course

By Aulia A F

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Mar 14, 2021

Best for blowin your head.

By Toto B T

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Feb 23, 2021

It's fun course,i love it.

By Shreyansh S

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Sep 17, 2020

great course for beginners

By Vinod D S

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Jul 2, 2020

I was a invaluable course.

By Maitreyi P

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Jun 15, 2020

Excellent course. Thankyou

By Carlos J

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Nov 10, 2019

Enfocado a lo que debe ser

By Steven Y

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Aug 6, 2019

Thanks for a great course!

By Jack P

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Jul 16, 2020

Very good and fun course.

By YOUSSEF A

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Jul 8, 2020

I found what was promised

By Deleted A

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Jun 21, 2020

Excellent Course Overall!

By Karthik K

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May 18, 2020

Great practical Knowledge

By K A V

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May 11, 2020

Good course. Enjoyed it.

By Saurabh S

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Apr 28, 2020

Good course and teachers.

By TULANI G

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Feb 15, 2023

I enjoyed it through out

By khaled Z A H

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Dec 31, 2022

it is a must take course

By KUSAGRA A

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Apr 29, 2022

great informative course

By ANURADHA P

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Oct 28, 2020

Its a really good course

By Ms. N A A

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Sep 30, 2020

Great and useful content

By Abhilash J

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Aug 29, 2020

Great Overall Experience

By Changson O

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Dec 28, 2018

与国内的课程不同，教你从几何的角度理解线性代数。

By Pascal U E

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Sep 25, 2018

Great course, I loved it