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
10,952 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

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.

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.

Filter by:

1926 - 1950 of 2,201 Reviews for Mathematics for Machine Learning: Linear Algebra

By Alfian A H

Mar 3, 2021

By Bruna R

Feb 6, 2021

By Gundepudi V

Jul 13, 2020

By Abhirup B

Jul 29, 2020

By Julian A

Jun 12, 2020

By Ivan

Jun 4, 2018

By Ritik j

Jun 1, 2020

By I M N P M

Feb 24, 2021

By Kevin O

Feb 25, 2021

By KIRANKUMAR M

Jul 21, 2020

By Sharad K L

Mar 9, 2020

By JOSÉ M B D

Jan 25, 2020

By Jihun Y

Jan 3, 2022

By Sai V P

Aug 14, 2020

By Ng Y Y

Jun 21, 2019

By Mohammed K A

Feb 12, 2022

By fatima s

Jun 18, 2020

By Gautam K

Mar 7, 2019

By Mark R

Jan 3, 2019

By Alagu P P G

Jun 18, 2020

By Deleted A

Apr 23, 2020

By celwang

Mar 23, 2020

By 谢迟

Jun 25, 2018

By Andini A M

Mar 12, 2021

By Pakpoom S

Aug 6, 2021