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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
11,947 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

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.

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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851 - 875 of 2,365 Reviews for Mathematics for Machine Learning: Linear Algebra

By Jesse A

Oct 10, 2020

Excellent course, loved the challenges and the feeling after overcoming them feel my soul <3

By Deleted A

Apr 6, 2020

very deep course in linear algebra, but tailored for machine learning. Truly great teaching.

By Dhiraj K

Jan 11, 2020

This course revised everything which I learnt before. The professors are awesome! Thank You.

By Loay W

Jul 7, 2019

The First time I can interpret the linear algebra operations and build intuition about them!

By Amir H

May 12, 2019

practicing with this course is really helpful for beginners in the world of machine learning

By Bhakare, S

Sep 12, 2022

The Best Course from Imperial College. Thank You to everyone who made learning so much Fun.

By Eric F

May 28, 2022

The teachers are very clear, very pedagogic and the courses is well structured. Well done !

By ONTEDDU R K R

May 29, 2019

Well structured, and excellent professors, and with challenging assignments. Worth my time.

By sergey z

Jan 24, 2019

Thorough and friendly face instructor from Imperial, a pleasure to watch and easy to follow

By 謝秉勳

Dec 24, 2018

The course describtion is very clear. We can learn the basic linear algebra concept well !

By Jason J

May 25, 2018

David Dye is excellent! I wish my university mathematics was taught like this 15 years ago.

By Bautista P

May 3, 2020

Outstanding course, very clear and nice professors and assignments to test out your skills

By Dr. A J

Apr 21, 2020

Absolutely brilliant course. The python assignments are the main highlight of this course.

By Amit K J

Apr 20, 2020

A wonderful course with enough applicative scenarios to the mathematics of Linear algebra.

By Rakshit V

Apr 18, 2020

An amazing course even for math majors, as it helps develop an intuition into the subject.

By Nikhil V

Feb 16, 2020

It was to the point and intuitive to learn the this course and the exercises are real fun!

By John M

Jan 24, 2020

This course helped me to attain a sound knowledge in Linear Algebra. Thank You professors!

By Kristen P

Jan 13, 2020

Very interesting course! Examples are practical and closely related to data science topic!

By Avinash K

Dec 22, 2019

This course is amazing for the beginning of machine learning with the base of mathematics.

By segundo f s a

Dec 17, 2019

Excelente curso bien explicado de la utilidad del álgebra lineal. básico pero interesante.

By Stavros K

Jan 6, 2019

Pretty basic, but nicely executed. Practically going through the basics of linear algebra.

By Iván F T M

Aug 26, 2022

An amazing Linear Algebra for Machine Learning course. The instructors really stand out.

By Manikanta P R

Jun 9, 2021

Exceptional course for speed touch up on the mathematical foundations of machine learning

By Roland S

Dec 30, 2020

Really good visualizations that lead to more profound understanding of the topics for me.

By EDWARD J R

Oct 26, 2020

The best way to remember linear algebra and learning some aplications to machine learning