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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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726 - 750 of 2,363 Reviews for Mathematics for Machine Learning: Linear Algebra

By NIRANJANA S

Jul 31, 2021

i particularly enjoyed learning about pagerank and how eigen values are related to this problem. thank you team

By MD. N S

Nov 23, 2020

Great course to learn linear algebra. I have got good concepts on how linear algebra helps to learn machines :)

By Kunal B

Aug 26, 2020

Excellent course, really good for students seeking to understand mathematical concepts behind machine learning.

By Ivan W Z H

Aug 20, 2020

El curso es muy bueno. funciona muy bien a manera de repaso si ya antes has llevado un curso de álgebra lineal.

By Pramod H K

Jul 28, 2020

Excellent introduction to linear algebra for ML. Very intuitive examples and conceptual understanding of maths.

By Dina B

Jul 3, 2020

Fantastic course - not too hard, not too easy but covers a fair amount of material and in a very intuitive way.

By A A S

Jun 11, 2020

good teaching . but felt it should be more of animative teaching so that we can understand the topic in detail

By Ali A

Jun 8, 2018

One of the best I've seen on linear algebra. I would recommend it for people who need a refresh on the subject.

By Vijay K

May 18, 2018

It is a wonderful course to understand linear algebra. I am really grateful to the professors for their effort.

By Anibal D Y H

May 5, 2018

Good introduction to linear algebra -- provides a base from where to start climbing. Instructors are very good.

By Pranjul S

Jul 28, 2018

Concepts explained beautifully. It gave me new perspective to think about matrices and problems related to it.

By BINTARI S

Jul 25, 2021

the explanation is very easy to understand, even clearer than my lecturer who explained. Thank you, Professor

By Qian C

Apr 7, 2021

Suitable for beginners without any basic knowledge and also enlightening for researchers in datascience field

By Rayantha S

May 23, 2020

Excellent! Extremely clear explanations of concepts and plenty of relevant exercises to understand and apply.

By Shivam K

Jul 22, 2019

Very much interesting course and found helpful also.

Teachers gave a very nice explanation.

Thank You

Teachers

By Jeferson S

Mar 23, 2019

Such a great first step to machine learning world. This is really useful to build up a strong knowledge base.

By Sachin W

Sep 17, 2020

One of the best courses that teaches you the intuitions and applications instead of rote-learning. Loved it!

By Vaibhav S

Jul 11, 2020

This course helped me to achieve understand concepts of machine learning in a way I never understood before.

By Mohammed f

Jun 30, 2020

It was a good experience. That way you taught us that was awesome. For that, I want to say thank you so much

By VivekSingh T

Jun 27, 2020

Very helpful course , Understanding the logic behind operations can be easily understood thrugh this course

By Nicola P

Jun 26, 2020

Great course, it requires a little of previous knowledge in mathematics to complete it in the time suggested

By Rehan S

Aug 8, 2019

Very useful in terms of Machine learning. I think this course is a prerequisite of machine learning courses.

By Xiao H

Jul 24, 2018

Focused on the geometrical view to look at the linear algebra rather than hand-calculations. Very intuitive!

By Yusufboy A

Apr 11, 2021

I really like this course because I learn so many relevant knowleg. Thanks for teachers of Imperial collage

By Qiuyi H

Jan 23, 2021

Excellent course. It gives me necessary fundamentals of linear algebra. Good for the next research. Thanks.