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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
12,349 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 23, 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.

CS

Apr 1, 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.

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1426 - 1450 of 2,444 Reviews for Mathematics for Machine Learning: Linear Algebra

By Cesar C

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Mar 31, 2020

Very professional and complete

By Styven G A

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Sep 9, 2019

Muy bueno, se aprende mucho...

By Liam F

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Mar 10, 2019

Very useful, thanks very much!

By Devbrat S

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Aug 6, 2018

just one word " Knowledgesome"

By Sumit T

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Nov 28, 2024

Engaging, fun and insightful.

By 郭意菲

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Dec 2, 2021

Enjoyed this course very much

By Sharath C

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Nov 11, 2021

Its really good for begginers

By Jie C

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Apr 8, 2021

It was an amazing experience!

By Manjie S

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Mar 9, 2021

very interesting math course!

By QUYEN H N M

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Feb 16, 2021

nice course for learning math

By Rahaman M S

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Nov 30, 2020

Thank you so much professor's

By Aarafat G

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Nov 15, 2020

its so helpful for learning .

By Rajkumar C

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Jun 5, 2020

Great course and instructers.

By Mukesh M

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Sep 30, 2019

Awesome Course, learned a ton

By Conan J

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Jul 17, 2019

Very good video explanations.

By Chenyu W

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Sep 24, 2018

Very Good and Useful Course!

By Shan X

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Jul 20, 2018

It's a great course made easy

By Raihan A

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Mar 23, 2023

very useful for data analyst

By Mu E

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Dec 31, 2022

Very helpful and challenging

By Lu Y

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Jan 25, 2021

detailed explanation. Thanks

By Steven P M

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Apr 5, 2019

Great Linear Algebra course!

By Wu Y Y

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Jun 12, 2023

The course is very helpful!

By Afdoni P S

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Mar 24, 2023

this course really helpfull

By Moses I T

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Jan 19, 2023

Good, clear, easy to follow