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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
9,903 ratings
1,991 reviews

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.

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1776 - 1800 of 1,988 Reviews for Mathematics for Machine Learning: Linear Algebra

By Manish C

Apr 16, 2020

well made course for machine learning foundation

By Tasfiq R

Jun 29, 2020

Great course.Animation can be addes for pagerank

By Kasidit ( R

Mar 21, 2019

Great way to build foundation in Linear Algebra

By Jay S S

Jul 27, 2020

Fast paced interesting course. Lots to learn!

By Uri M

Sep 29, 2020

Pretty nice hands on linear algebra course

By 何霄

Feb 23, 2020

clearly explain all the key concepts in la

By Ratnakar

Jun 1, 2018

Very engaging course and right on spot!!!

By Andres O

May 25, 2018

Very good linear algebra intro/refresher

By Paul M D C B

Nov 2, 2020

Too technical but relevant nonetheless

By Manikanta G

Aug 22, 2020

it's worth taking to revise the topics

By Richard P

Jul 15, 2020

Great knowledge at an affordable price

By Salah E

Jun 30, 2020

it is very hard course yet very useful

By Nirmala R

Jun 3, 2020

Week 5 was bit difficult to comprehend

By Ritwik M

May 17, 2020

Prof. Sam is a bit hard to understand.

By danthedoubleD

Feb 22, 2019

good stuff hopefully, i will be useful

By Annamma A

Nov 30, 2020

Help with programming should be given

By Earneet

Jul 8, 2019

i don't know , just finish it so soon

By Quechen Y

Aug 9, 2020

a little bit hard for a beginner lol

By Kareem B

May 18, 2020

Veru useful Course in Linear Algebra

By Ariel E

Sep 10, 2020

All topics are taught very clearly!

By Aditya R

Jul 22, 2018

Really it was a very nice course .

By Dalila

Sep 6, 2020

Week 4 topics were a bit confusing

By SIMONOT M

Mar 29, 2019

Clear and interesting. Thank you.

By Gagah G K

Mar 9, 2021

A little bit hard to understand

By BULAND K P 1

Nov 30, 2020

REALLY FUN AND EXCITING COURSE.