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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

10,786 ratings
2,149 reviews

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


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.


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.

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826 - 850 of 2,160 Reviews for Mathematics for Machine Learning: Linear Algebra

By Angel G R G

Oct 18, 2020

This is a good course to remind concepts of Linear Algebra and some of its applications

By Arnold T T C

Aug 24, 2020

demasiado bueno el curso, la manera tan facil como explican y lo hacen ver los docentes

By Mammad A

May 26, 2020

A truly beautiful course, that builds an intuitive understanding of the basic concepts.

By Vishvaksenan k s

May 1, 2020

This s course is very essential to study further neural networks and machine learning .

By Md. H R

Jan 22, 2020

Vectors and matrices were always confusing to me, this course cleared all my confusion.

By Erik D M A

Jan 19, 2020

Excellent course, challenging but very detailed in every subject, strongly recommended!

By Viplav A

Jun 20, 2019

essential course if you want to pursue your carrier in machine learning i learned a lot

By Mansur A

Jun 18, 2018

Insightful and challenging, excellent course! Thanks for delivering this awesome course

By Abdul A S P

Mar 4, 2021

Wow this really combine the calculus, algebra and vector for real life problem solving


Apr 18, 2020

Thanks for a wonderful lecture on Linear Algebra and programming for machine learning.

By Isaac T

Apr 7, 2020

Very good and clear. I completed as a complete beginner, having just finished my GCSEs

By Joy P D

May 26, 2019

Concise course built to develop core concepts. The lectures are beautifully delivered.

By Hosein A

Jan 13, 2022

Special thanks to Dr. Cooper and Dr. Dye. They are really inspiring. I learned a lot.

By Deep S A

Mar 10, 2021

Too good to miss! This course is the basic and believe me you will gain new insights.

By Ahmad G A

Mar 1, 2021

that was a harder course and need a lot of logical thinking to understand this course

By yong c c

Jan 8, 2021

this course takes intuitive view on how linear algebra is applied in machine learning

By David S

Aug 22, 2020

Great and challenging course to bring anyone up to speed with the essential concepts.

By Aung T

Aug 12, 2020

A good course to refresh your memories and relearn Linear algebra in new perspective.

By Sethu N O G

Jul 24, 2020

Very good course! One should try for better insights on Machnie learning Fundamentals

By Shashank C

Jun 24, 2020

I would like to thank Prof Sam and Prof David for making the course very interesting.

By eshenhu

Jun 21, 2020

High recommended to the people who want to recover their knowledge on linear algebra.

By Benjamin A

Jun 9, 2020

great class, a lot of information but the core ideas and concepts are well explained.

By Rushabh K

Apr 5, 2020

It's Exceptionally well designed and well taught course for aspiring data scientists.

By Nihar V

Oct 2, 2019

Awesome course. Basics of maths for machine learning aspirations. very good teaching.

By Ahmad A

Sep 5, 2019

All you need to do is to be consistent in order to get most out of this specilization