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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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926 - 950 of 2,441 Reviews for Mathematics for Machine Learning: Linear Algebra

By Adityan R

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May 23, 2020

One of the excellent course by Imperial College. Really enjoyed the 5 weeks of learning.

By Abdullah A N

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Apr 20, 2020

Good Course! Helps to visualize the Linear Algebra and it's application in Data Science.

By Yolanda D

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Feb 18, 2020

Since I haven't been doing linear algebra after college this course is a good refresher!

By Azhan A

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Dec 23, 2018

This is a mind-blowing course, very informative and takes your skills to the next level.

By Dan G

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Dec 7, 2018

I very friendly introduction to linear algebra that makes you fully comfortable with it.

By Nelsy Y P S

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Nov 23, 2020

Me encantó ver la forma en la que se aplica la teoría, eso lo hace aún más interesante.

By Angel G R G

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Oct 19, 2020

This is a good course to remind concepts of Linear Algebra and some of its applications

By Arnold T T C

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Aug 25, 2020

demasiado bueno el curso, la manera tan facil como explican y lo hacen ver los docentes

By Mammad A

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May 26, 2020

A truly beautiful course, that builds an intuitive understanding of the basic concepts.

By Vishvaksenan k s

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May 1, 2020

This s course is very essential to study further neural networks and machine learning .

By Md. H R

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Jan 22, 2020

Vectors and matrices were always confusing to me, this course cleared all my confusion.

By Erik D M A

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Jan 19, 2020

Excellent course, challenging but very detailed in every subject, strongly recommended!

By Viplav A

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Jun 20, 2019

essential course if you want to pursue your carrier in machine learning i learned a lot

By Mansur A

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Jun 18, 2018

Insightful and challenging, excellent course! Thanks for delivering this awesome course

By Mehmet T

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Jul 19, 2022

Very efficient and practical when you need to remember your past knowledge. Thank you.

By Abdul A S P

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Mar 4, 2021

Wow this really combine the calculus, algebra and vector for real life problem solving

By SINGARAVELAN

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Apr 18, 2020

Thanks for a wonderful lecture on Linear Algebra and programming for machine learning.

By Isaac T

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Apr 7, 2020

Very good and clear. I completed as a complete beginner, having just finished my GCSEs

By Joy P D

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May 26, 2019

Concise course built to develop core concepts. The lectures are beautifully delivered.

By Hosein A

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Jan 13, 2022

Special thanks to Dr. Cooper and Dr. Dye. They are really inspiring. I learned a lot.

By Deep S A

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Mar 10, 2021

Too good to miss! This course is the basic and believe me you will gain new insights.

By Ahmad G A

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Mar 1, 2021

that was a harder course and need a lot of logical thinking to understand this course

By yong c c

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Jan 8, 2021

this course takes intuitive view on how linear algebra is applied in machine learning

By David S

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Aug 22, 2020

Great and challenging course to bring anyone up to speed with the essential concepts.

By Aung T

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Aug 12, 2020

A good course to refresh your memories and relearn Linear algebra in new perspective.