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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
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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801 - 825 of 2,363 Reviews for Mathematics for Machine Learning: Linear Algebra

By D. H

Feb 10, 2020

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

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 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.

By Judy W

Feb 2, 2020

some contents need to do further research online to have a deep understanding. Lectures are great!

By Wasim A

Dec 28, 2019

Well, structured course. Highly helpful to clear the doubts of Linear Algebra and Its application.

By Stephen

Oct 1, 2019

Amazing course with great practical examinations to better understand the theory and implement it.

By Angela G

Sep 25, 2019

The instruction was excellent, and there were a lot of assignment and/or quizzes to help practice.

By Ivan K

Apr 14, 2019

Great instructors and great engagement. A very comfy way to have a broad view on a linear algebra.

By Rafi D

Jan 23, 2019

Gained an intuitive understanding of Linear Algebra like never before. The professors are awesome.

By Annapurna S

Oct 18, 2020

Very easy to follow content with good explanations and examples. Had a great learning experience.

By Patrick Z

Sep 20, 2020

Excellent instructors who engage us to understand the linear algebra needed for machine learning.

By Andres L

Aug 6, 2020

Nice course! I really enjoyed the explanations, assignments and explamples worked on this course.

By Sanchayan D

Jun 7, 2020

Great Linear Algebra Fundamental course suitable for building the foundation for Machine Learning

By Hamza A

Aug 25, 2018

A Very good course to get knowledge of linear algebra and its applications to ML and data science

By Muhammad N H

Feb 26, 2021

The final assignment to recreate the Google page rank algorithm was an unforgettable experience.