Chevron Left
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
10,943 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

PL

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.

NS

Dec 22, 2018

Professors teaches in so much friendly manner. This is beginner level course. Don't expect you will dive deep inside the Linear Algebra. But the foundation will become solid if you attend this course.

Filter by:

2026 - 2050 of 2,201 Reviews for Mathematics for Machine Learning: Linear Algebra

By Millati A L

Mar 25, 2021

By G A N M

Oct 14, 2020

By Deleted A

Sep 27, 2018

By venkatadurga P

Sep 13, 2021

By Persis

Jul 18, 2020

By Zhassulan S

May 24, 2020

By Ishan Y A

May 19, 2020

By Li J

May 20, 2018

By Reed R

Jul 14, 2018

By Eitan A

Jan 12, 2020

By Maprang

Jun 16, 2020

By Jacque G L

Sep 13, 2022

By Khai T

Feb 20, 2022

By Avinaash S

Sep 9, 2020

By MR T

Apr 24, 2020

By Anne R

Jan 18, 2022

By Constantin N

Aug 1, 2022

By Meng Y

Jul 26, 2020

By Shreyas S

Apr 30, 2020

By Anweshita D

Jun 29, 2018

By Steve

Jul 4, 2020

By Alois H

Feb 18, 2021

By k i

Jun 28, 2021

By Adam T

Nov 7, 2021

By Matthew H

Mar 16, 2021