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
10,963 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.

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:

1951 - 1975 of 2,204 Reviews for Mathematics for Machine Learning: Linear Algebra

By 谢迟

Jun 25, 2018

By Andini A M

Mar 12, 2021

By Pakpoom S

Aug 6, 2021

By stark

Feb 6, 2021

By Alisa G

Apr 25, 2020

By Monhanmod K

Oct 10, 2018

By Rahul S

Jun 21, 2020

By Aniruddhan P N

May 29, 2020

By adam m

Feb 12, 2019

By Abhishek J

Apr 19, 2020

By Manish C

Apr 16, 2020

By Tasfiq R

Jun 29, 2020

By Kasidit ( R

Mar 21, 2019

By Jay S S

Jul 27, 2020

By Uri M

Sep 29, 2020

By 何霄

Feb 23, 2020

By Ratnakar M

Jun 1, 2018

By Andres O

May 25, 2018

By Paul M D C B

Nov 2, 2020

By Manikanta G

Aug 22, 2020

By Richard P

Jul 15, 2020

By Salah E

Jun 30, 2020

By Nirmala R

Jun 3, 2020

By Ritwik M

May 17, 2020

By danthedoubleD

Feb 22, 2019