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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
12,332 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!)

GB

Aug 17, 2020

The instruction was good throughout, but I would urge fellow students to take the time to work through the problems as suggested. Also, the eigen- stuff is quite tricky and can fool you. Be careful.

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1476 - 1500 of 2,441 Reviews for Mathematics for Machine Learning: Linear Algebra

By Abhilash J

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Aug 29, 2020

Great Overall Experience

By Changson O

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Dec 28, 2018

与国内的课程不同，教你从几何的角度理解线性代数。

By Pascal U E

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Sep 26, 2018

Great course, I loved it

By Amal K S

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Nov 26, 2020

Excellent course for ML

By Apurba G

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Aug 24, 2020

It was a great learning

By Subtain M

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Jun 27, 2020

Good value against time

By Mohamed B

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May 1, 2020

Great job thank so much

By Lei Z

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Apr 18, 2020

Very easy to understand

By shadab s

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Nov 14, 2019

A Must for ML enginners

By omid p s e

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Sep 27, 2019

IT'S BEST COURSE I HAVE

By gregorius a

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Feb 15, 2019

Very Good Math Lecture!

By Nitish K S

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Jul 14, 2018

short and informative !

By Loveleen G

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May 4, 2018

Good Course, Go for it.

By Amar

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Apr 18, 2018

best math course for ML

By Bassam S

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Nov 19, 2024

Lovely way of teaching

By Paolo A

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Dec 31, 2023

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 22, 2020

High-quality teaching.

By Fanghang J

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Oct 27, 2019

Very clearly explained

By Deeparaj A C

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Mar 26, 2019

It was a great course.