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
11,188 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

CS

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.

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:

2201 - 2221 of 2,221 Reviews for Mathematics for Machine Learning: Linear Algebra

By Janet T

Oct 30, 2022

By Rawitch M

Apr 14, 2020

By Ian G

Dec 18, 2019

By Cindy C

Jul 5, 2020

By Kimberely C

Dec 19, 2019

By CHOI H J

Dec 3, 2021

By Priyabrota S

Jun 8, 2020

By Jacky ( L

Jul 13, 2021

By Karl F

Jun 11, 2022

By ankit p

Aug 24, 2020

By Jules A d C

May 6, 2020

By Ephraim N

Oct 5, 2020

By Himanish C

May 4, 2021

By Deleted A

May 29, 2020

By Andrew E

Jun 17, 2019

By Chris Y

Aug 30, 2019

By Eleftherios L

Jan 18, 2022

By Hadi A

Oct 1, 2021

By Enyang W

Aug 23, 2019

By Arup B

Sep 20, 2021

By Vaibhav J

Aug 10, 2020