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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
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11,932 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

EC

Sep 9, 2019

Excellent review of Linear Algebra even for those who have taken it at school. Handwriting of the first instructor wasn't always legible, but wasn't too bad. Second instructor's handwriting is better.

HE

Aug 8, 2021

the instrutors were too good and their explination for the concepts was to the point and it made me realize things in linear algebra I didn't know before although I studied it in school of engineering

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By Deleted A

Jul 8, 2020

Very Good

By Ms. M S

Jun 29, 2020

Very good

By SARAN S V

May 15, 2020

Thank You

By Ishwaragouda P

May 12, 2020

Very nice

By B L P

May 2, 2020

very nice

By M H S S G B

Apr 29, 2020

Excellent

By JENNY J M

Apr 14, 2020

Very good

By Trinh Q A

Mar 16, 2020

very well

By Sreeprakash N

Nov 10, 2019

Very good

By Prabal G

Oct 10, 2019

very good

By Jorge H L B

Oct 7, 2019

Excelente

By Greg H

Jun 18, 2019

Very Good

By Sasikumar G

May 23, 2019

Excellent

By Colin W

May 15, 2019

Excellent

By Xinya X

Mar 13, 2019

I like it

By DIVYANSH S

Feb 4, 2019

excellent

By Edward K

Sep 17, 2018

very nice

By 海鹿

Mar 16, 2018

excellent

By Karta K

Mar 18, 2023

Amazing!

By Nicolas C

Feb 2, 2023

Awesome!

By Sukhvir S

Aug 23, 2020

NIce One

By HALIKHEDE S S

Aug 19, 2020

best one

By Isaac M M

Jul 24, 2020

Excelent

By Yoshiaki K

Jun 9, 2020

Awesome!