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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
11,947 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

C

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.

HE

Aug 8, 2021

the instrutors were too good and their explination for the concepts was to the point and it made me realize things in linear algebra I didn't know before although I studied it in school of engineering

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901 - 925 of 2,365 Reviews for Mathematics for Machine Learning: Linear Algebra

By SINGARAVELAN

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 hu s

Jun 21, 2020

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

By Ben 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

By Sushant P

May 19, 2019

This course was every bit painful, fun and really worth the time spent on. :)

Thanks!

By Ashmal F

Jul 6, 2023

It was amazing to invest my time on this course .It really enhanced my knowledge.

By Yuliia G

Jan 2, 2022

Great course for understanding the basis of the maths behind the ML! Thanks a lot!!!

By Ruba M

Jul 24, 2020

this an excellent course. the material was great and the instructors are very clear.

By Tonmoy D

Jun 23, 2020

An excellent introduction if you want to brush up your knowledge on linear algebra!!

By no O

Jun 15, 2020

Great enthusiastic lecturers and amazing explanation from a geometric point of view.

By George W

Oct 16, 2018

Besides some problem with programming assignment submission, it's an awesome course.

By FOO Y L

Nov 8, 2021

A very interesting course, especially for those who like mathematics & programming.

By Carlos A G C

Jun 3, 2020

Give an excellent intuition about all the topics, great examples, I love the course