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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
12,232 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.

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2201 - 2225 of 2,427 Reviews for Mathematics for Machine Learning: Linear Algebra

By AB

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Mar 3, 2019

Great to relax and learn

By Yap C Y

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Mar 14, 2021

Good explanations given

By Pourya A

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Mar 12, 2021

it was a basic course!

By Patrick O

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Apr 12, 2020

Good content, thanks.

By Vaibhav S

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Sep 10, 2019

can be more detailed

By Brian L

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Apr 20, 2020

Pretty good course.

By Kumar R

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Nov 18, 2019

thanks coursera....

By Dilshan S

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Sep 18, 2021

very good course

By Badal s

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Feb 10, 2020

Good Understanding

By Mohammed A A

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Jul 13, 2020

give more example

By hemant k

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Dec 16, 2018

Very Informative.

By Suyash S P

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Jul 14, 2020

Very Good Course

By snehashis P

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Jan 23, 2019

very good course

By Aboud A

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Sep 28, 2021

great course :D

By Burhanudin B

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Dec 20, 2024

Enjoy learning

By Lindly V M

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Sep 19, 2020

Learned a lot!

By Ronak J

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Jun 13, 2020

Amazing

Course

By Siddharth S

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Oct 16, 2018

A nice course.

By Chinaza N

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Jun 6, 2022

Great course!

By Moinul I

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May 23, 2022

great course

By ayush p

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Jun 1, 2020

Great course

By Akhil K

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Oct 21, 2018

great course

By M D 1

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May 30, 2021

Good Course

By Md H R

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Dec 19, 2020

Good course

By Ananda U

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May 27, 2020

Nice Course