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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
12,447 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

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.

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!)

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1501 - 1525 of 2,457 Reviews for Mathematics for Machine Learning: Linear Algebra

By Bassam S

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Nov 20, 2024

Lovely way of teaching

By Paolo A

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Jan 1, 2024

Straight to the point!

By Emmanuel T

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Jul 15, 2022

The tutors were great!

By Gokulakannan S

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May 22, 2021

Best course. Loved it!

By Nadifah A I

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Mar 12, 2021

thx its amazing course

By Dmitriy K

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Jul 17, 2020

It's a perfect course!

By K. J

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May 13, 2020

one of the fine course

By N'guessan L R G

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Apr 14, 2020

I've liked this course

By Tayler S

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Jan 23, 2020

High-quality teaching.

By Fanghang J

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Oct 28, 2019

Very clearly explained

By Deeparaj A C

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Mar 26, 2019

It was a great course.

By Kevin M

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Mar 25, 2019

Very, very accessible.

By MIGUEL A S H

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Apr 4, 2024

Excelente explicación

By 杨承坤 C Y

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Aug 11, 2020

Very fun and helpful!

By Nidhi G

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Jul 13, 2020

Awesome Instructors!!

By SAQLAIN H

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Jul 11, 2020

excellent assignments

By Pascal P

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Apr 1, 2020

Awesome presentation.

By Leonardo H T S

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Sep 27, 2019

Altamente recomendado

By SiriusXDJ

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Sep 15, 2019

A very useful course.

By Luiz F S G

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Feb 4, 2019

Great quality course!

By ash g

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Jan 21, 2019

Good intuitive intro.

By Janine S

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May 25, 2024

Clear and well paced

By Dennis M S

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Nov 21, 2022

Awesome Instructors.

By Subhodip P

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Dec 15, 2020

Really learned a lot

By Syed M H M

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Aug 5, 2020

A well worthy course