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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
11,932 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

EC

Sep 9, 2019

Excellent review of Linear Algebra even for those who have taken it at school. Handwriting of the first instructor wasn't always legible, but wasn't too bad. Second instructor's handwriting is better.

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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776 - 800 of 2,363 Reviews for Mathematics for Machine Learning: Linear Algebra

By Rishabh A

Jun 3, 2019

Learnt a lot about vector operations and eigenvectors. Loved it. The animation stuff was simply awesome.

By Puja P N B M

Mar 23, 2022

Really Good for intoduction to linear algebra with some coding exercise based on linear algebra problem

By Abu I M S A

Oct 29, 2020

This is an excellent course, I had prior knowledge of linear algebra but I learned a lot of new things.

By Sanjay S

Sep 22, 2020

A very essential course for ML foundation. The course is very well designed to suit the target as well.

By Rudra P D

Sep 17, 2020

A great course to understand the underlying principles of linear algebra required for Machine Learning.

By Rami Z

Jul 24, 2020

A great course to learn the part of Linear Algebra that is necessary an sufficient for Machine Learning

By Kimia H

Jul 5, 2020

I really enjoyed this course, visualizations were useful and helped me understand concepts a lot better

By Kok H W

May 18, 2020

It provided a good coverage of fundamentals and practised through quizzes and programming applications.

By Arunish S

Jul 25, 2019

Very precise and covers all the important topics of linear algebra. Quizzes and assignments are must ..

By Prakash G

Apr 4, 2019

This is an excellent course for Machine learning foundation. The examples and excercises are quite good

By RAJAT K B

Oct 16, 2018

Awesome foundation course. Especially the eigen vector and value bit and the gram shcmidt part. Awesome

By NUTDANAI H

Aug 12, 2020

Easy to understand but not too easy. Recommend for people who has some understanded in linear algebra.

By Ricardo F

May 11, 2020

Great introductory course to see how to apply abstract knowledge in linear algebra to computer science

By Riley

Jan 31, 2019

Could do with more feedback & help from faculties in the forum, but otherwise it's a very nice course!

By Stephen B

Mar 28, 2018

Very well put together, well presented and easy to understand. One of the best MOOC's I've ever taken.

By Ahmed E

Nov 24, 2020

a great course and a real good beginning in the world of machine learning, it was tough but fun woah!

By 林晓华

Jun 8, 2020

Excellent course! It gives me a pretty good intuition of linear algebra, especially the assignments!

By David C

Sep 23, 2019

Videos and material are very well produced.

One of the best Linear Algebra courses I have seen online.

By Anuj N

Apr 11, 2019

The course gives you all the intuition behind all the major linear algebra concepts one needs to know

By DEEPAK Y

Apr 3, 2019

it was so owsamm... course learnt something new but not get certificate yet what about certificate ?

By Anqi K

Jun 22, 2018

Nice Course! Carefully explain the core concept in linear algebra and links with computational method

By Keer M

Jun 3, 2018

Informative and not overbearing. Does a good job connecting lecture material with practical problems.

By Cy L

May 19, 2018

I enjoyed the presenter's. The course helps you see how linear algebra is connected to data science.

By Suraj G

Nov 21, 2020

One of the best place to study Linear Algebra. Thank you both instructors for your valuable efforts.

By Mridul G

Jul 28, 2020

A very intuitive course for all the machine learning enthusiasts. And covered in a very nice manner.