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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
10,411 ratings
2,083 reviews

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.

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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751 - 775 of 2,092 Reviews for Mathematics for Machine Learning: Linear Algebra

By Ng H

May 29, 2020

A quick review of linear algebra concepts with many guided programming exercises for beginners!

By Emma M

Jan 27, 2020

I had not done much mathematics since high school. I thoroughly enjoyed this course. Well done.

By Jean A

Nov 23, 2019

Wonderful course. Allowed me to familiarize with Linear Algebra without spending a lot of time!

By jinwei z

Jul 23, 2019

I am a student in imperial this course help me a lot in learning 496 math for machine learning.

By Jean-Marc S

Mar 5, 2019

Love this! Quality of the recording is impressive, content what exactly what I was looking for.

By Himanshu S J

Mar 12, 2020

First time I felt Mathematics is not just a Number it's so much of visualization. Math is fun.

By Michael R

Sep 17, 2019

Very visual and engaging. The lecturers' passion for the topic adds to the learning experience

By Santosh B

Apr 9, 2019

A well designed refresher course with greater emphasis on teaching us the underlying concepts.

By Sai G B A

May 22, 2020

The course was very nice and deals with all the required linear algebra for machine learning.

By Kamoliddin N

Nov 15, 2019

Great course and must have for machine learning students. Course however is not for beginners

By Shashank S

Sep 14, 2018

A very nice introduction of linear algebra from applications in machine learning perspective.

By Shivaprasad K

Jun 2, 2021

This is a superb course for building the necessary mathematical foundation for Data Science.

By Murat Ç

Feb 10, 2021

Thank you. I think, You used jupyter notebook with python is very helpful for understanding.

By Mayank

Dec 3, 2020

This course cleared so many concepts and enabled me to further master the subject on my own.

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 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.