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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
12,319 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

MG

May 31, 2020

A great course covering key aspects of Linear Algebra with the lecturers giving a good intuition about what's going on with the subjects.(PS. I loved the sense of humor of Prof.Dye it was really fun!)

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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1601 - 1625 of 2,438 Reviews for Mathematics for Machine Learning: Linear Algebra

By Santosh K S

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Jul 12, 2021

Great course.

By Julio C D M

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Apr 21, 2021

Great course!!

By Rifky A

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Mar 11, 2021

Fun Course !!!

By Agung W

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Mar 9, 2021

nice whieboard

By Vagif A

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Jan 20, 2021

Perfect course

By keraghel i

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Oct 22, 2020

Excellent !!!!

By Adarsh S

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Aug 31, 2020

awesome course

By Urvi P

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Jul 4, 2020

Amazing Course

By Braulio U A A

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Jun 14, 2020

Good explained

By Saptarshi D

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Jun 7, 2020

Awesome course

By Utkarsh G

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May 31, 2020

Amazing Course

By ZUQIAN S

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Mar 11, 2020

Amazing class!

By Chuhan O

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Dec 14, 2019

Awesome class!

By Pablo M P

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Jul 16, 2019

Very didactic!

By Lia L

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Feb 21, 2019

Great teacher!

By Alexander Y

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Jun 28, 2018

amazing course

By Felipe M

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May 2, 2018

Great Teacher!

By Deepu R

•

Jul 22, 2024

Great Lecture

By Sabeur M

•

Dec 22, 2023

great courses

By Sabeur M

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Dec 20, 2023

Great Courses

By S S S

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Jan 13, 2022

worthy course

By Jonathan V

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Dec 18, 2020

A lot of fun!

By Geoff N

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Aug 19, 2020

Great course!

By Kavya G

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Jul 22, 2020

Great Course!

By Alix B

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Jul 10, 2020

Great course!