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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
12,564 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

PS

May 8, 2018

Excellent course on the relevant parts of linear algebra for CS. Both instructors are great fun to watch and the assignments use up-to-date Python programming and Jupyter notebooks. Well done !!!

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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1376 - 1400 of 2,484 Reviews for Mathematics for Machine Learning: Linear Algebra

By Ahmed H

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Jul 8, 2018

It's really a very interesting course.

By ankush k

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May 19, 2021

Descriptive and finely grained course

By Pete P

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Jan 24, 2021

Loved the focus on building intuition

By Rodrigo S

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Sep 16, 2020

Wonderful and challenging experience.

By Zhanat K

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Jul 18, 2020

Great Course! Thanks to all teachers!

By Vaishnavi A

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Jun 20, 2020

IT WAS A GREAT A GREAT COURSE OVERALL

By Muhammad S u

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May 29, 2020

Excellent refresher for core concepts

By Sai P

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May 13, 2020

Amazing course to dive into ml and dl

By Manish G

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Apr 23, 2019

Really good course. Nice instructors.

By Bishal L

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Sep 22, 2018

The course was concise but intuitive.

By Ashutosh P

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Jul 16, 2018

Great course to start ML preparation.

By Leon W

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Jun 8, 2021

highly recommended for this coourse!

By Enam B

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Feb 14, 2021

Very Informative and well explained.

By A. N M J

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Oct 13, 2020

Very good explanation. Thanks a lot.

By SUSHANTA K S

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Sep 1, 2020

excellent course. Thanks to coursera

By DEEP C

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Jul 17, 2020

amazing ones again and no words more

By Jyothula S K

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May 19, 2020

Excellent course to learn the Basics

By Joe E

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May 2, 2018

Great course with great instructors.

By Annisa N N

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Mar 23, 2021

I wish my lecturer teach like this.

By Angel G

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Jul 19, 2020

Good introduction about Page rank !

By Mrityunjoy N

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Jul 7, 2020

Worth the time and money. Loved it.

By Gowthaman S

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Apr 16, 2020

The quizzes are really challenging.

By Abhishek K

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Aug 30, 2019

Excellent course. Kept me involved.

By deepak t

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May 7, 2018

Awesome explanation of each topic!!

By Muhammad U

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Jan 17, 2026

EXCELLENT COURSE TO LEARN AND GROW