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Learner Reviews & Feedback for Mathematics for Machine Learning: Linear Algebra by Imperial College London

4.7
stars
11,947 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

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.

C

Mar 31, 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.

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676 - 700 of 2,366 Reviews for Mathematics for Machine Learning: Linear Algebra

By Justin K

Apr 28, 2019

Great course. Good use of animations during the lectures. The notes in the python projects help if you're new to Python.

By Behrooz S

May 30, 2023

Everything is great in this course. highly recommend it for anyone who wants to learn Mathematics for Machine Learning.

By Kasia W

May 2, 2020

A great course, really enjoyable. The concepts were explained well. Picks up in terms of difficulty level at mid point.

By Ramakrishnan.K

Apr 21, 2020

Both the professors were charming! Excellently explained concepts with PageRank discussion being the icing on the cake.

By Hause L

Aug 31, 2019

Excellent course that provides mathematical and geometric intuition behind the linear algebra used in machine learning!

By Mengchan G

Apr 28, 2019

I like the accent of the professor! The context of the lesson is develop gradually which aids my understanding of math.

By Tirthankar B

Apr 20, 2019

Excellent intro to Linear Algebra with clarity on concepts such as application of Gram Schmidt method and Eigenvectors.

By Кузьмин К Ю

Aug 30, 2018

During this course i finally got intuition for many things in Linear Algebra that seemed to me too complicated before.

By jay c

Dec 29, 2022

Great course for those who have not come across linear algebra before , helped me understand LA from a new prespective

By Florian C

Oct 31, 2020

This course is really great in conveying the intuition behind the mathematical concepts underpinning machine learning!

By aftab a

Jun 1, 2020

I guess the best I ever have, very informative, and the instructor explains the ideas very systematically and clearly.

By Dushyant S

Jun 23, 2019

This course is helpful for who are beginner in machine learning field and want to learn basic concepts of mathematics.

By Rishi C

Feb 5, 2019

This course is EXACTLY what I needed - a demonstration of the ideas of linear algebra and how to implement those ideas

By Sampath k R

Aug 25, 2020

It's very interesting and more informative I enjoyed very much and learned some thing. Thank you for the opportunity.

By Adnan S

Jun 17, 2020

Great course to get started with Mathematical Tools one wants to learn in order to get started with Machine Learning.

By Jason B

Mar 19, 2020

Loved instructors, well-paced. It can get confusing at times in the quizzes, forums will not help you in this course.

By XL T

Mar 12, 2020

totally refreshing way to learn linear algerbra. This course opens my eyes. Thanks so much for bring it to the world!

By Kurt G

Aug 4, 2019

This course is brilliantly explained. I will be reviewing the lecture videos from time to time to refresh my memory.

By Muhammad T Z

Aug 20, 2021

It was a fantastic course. The visualization and explanations were top notch. Overall I liked this course very much.

By Dheanisa W

Mar 12, 2021

i never like math like now. the instructors were very clear and also fun, so i didn't got bored easly in this course

By Nuno A

Feb 8, 2021

It was really fun and understandable for someone that didn't study any math in the last couple of decades (like me).

By Dannu L

Dec 1, 2020

Professor David Dye is very good at teaching linear algebra, making these hard/dry topics more easily to understand!

By Andre S

Aug 26, 2020

Great course to learn new things in Linear Algebra, while recalling what I have learned in undergraduate mathematics

By Sigurd G L F J

Aug 19, 2020

Best Linear Algebra course ever.

I have done it several times during my life time but this was the one best explained

By RICARDO H R

Jun 18, 2020

Great course, the instructors are super cool and they explain the content pretty well, I also liked the assignments.