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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
12,186 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.

NS

Dec 22, 2018

Professors teaches in so much friendly manner. This is beginner level course. Don't expect you will dive deep inside the Linear Algebra. But the foundation will become solid if you attend this course.

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826 - 850 of 2,416 Reviews for Mathematics for Machine Learning: Linear Algebra

By Ahmed E

Nov 24, 2020

a great course and a real good beginning in the world of machine learning, it was tough but fun woah!

By 林晓华

Jun 8, 2020

Excellent course! It gives me a pretty good intuition of linear algebra, especially the assignments!

By David C

Sep 23, 2019

Videos and material are very well produced.

One of the best Linear Algebra courses I have seen online.

By Anuj N

Apr 11, 2019

The course gives you all the intuition behind all the major linear algebra concepts one needs to know

By DEEPAK Y

Apr 3, 2019

it was so owsamm... course learnt something new but not get certificate yet what about certificate ?

By Anqi K

Jun 22, 2018

Nice Course! Carefully explain the core concept in linear algebra and links with computational method

By Keer M

Jun 3, 2018

Informative and not overbearing. Does a good job connecting lecture material with practical problems.

By Cy L

May 19, 2018

I enjoyed the presenter's. The course helps you see how linear algebra is connected to data science.

By Suraj G

Nov 21, 2020

One of the best place to study Linear Algebra. Thank you both instructors for your valuable efforts.

By Mridul G

Jul 28, 2020

A very intuitive course for all the machine learning enthusiasts. And covered in a very nice manner.

By D. H

Feb 10, 2020

I learned new ways of understanding linear algebra, which is different from text books I've learned.

By Earl E C

Sep 16, 2024

I hope that more examples will be provided before the practice exam. Nevertheless, I learned a lot.

By Arido R

Sep 17, 2021

one of the most challenging course so far but it was a great experience. thank you for this course.

By Hasaranga D J

Feb 19, 2021

Very good to understand the mathematics used and to understand the usage of python in practical way

By Abdullah A

Oct 1, 2020

A fantastic course, good explanation for linear algebra concepts, but you need to study good for it

By Anas N B

Jun 6, 2018

Very Useful to understand clearly the Linear Algebra Basics.

Thanks u professor.U did a great job.:)

By Niclas F S

Apr 14, 2018

Superb introduction to Linear Algebra! Thanks to the instructors for their very clear explanations!

By Sarah R

Nov 19, 2024

The course was easy to understand, and it focused more on applications than solving things by hand

By Timur S

Mar 4, 2023

I liked the course, but it is not basic and requires some prior knowledge of the topics discussed

By Grzegorz S

Mar 11, 2021

Incredible course. Never though linear algebra can be taught in so interesting and etertaining way

By Mun H L

Feb 21, 2021

I enjoyed learning this course. I gained a lot of insight on the mathematics for Machine Learning.

By Jack K

Sep 12, 2020

Very clearly taught, and very focused on explaining difficult concepts in understandable language.

By Shahed I

Jun 5, 2020

The course is awesome & helped me a lot. It also developed my basic knowledge of Machine Learning.

By Jessiedee M G

Jun 4, 2020

Best instructors. I am hoping to finish the whole specialization Mathematics for Machine Learning.

By Anudeep R K

Apr 12, 2020

For those who already are well versed with Linear algebra you will gain great geometric intuition.