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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
10,399 ratings
2,080 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.

PL
Aug 25, 2018

Great way to learn about applied Linear Algebra. Should be fairly easy if you have any background with linear algebra, but looks at concepts through the scope of geometric application, which is fresh.

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726 - 750 of 2,089 Reviews for Mathematics for Machine Learning: Linear Algebra

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 Siddharth A

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.

By James M

Sep 23, 2020

Gave me a good intuitive feel for a subject I had seen before without intuitively understanding.

By Siddharth R

Aug 14, 2020

Good breadth of content, excellent presentation, loads to exercises to reinforce your knowledge.

By 姚静萱

Feb 21, 2020

Thanks for all professors. The content is really good, looking forword to the following courses.

By Claudio P

Jan 17, 2020

Awesome videos with expert instructors. Also enjoyed the assignments and notebooks, very useful!

By Moon H H

Jun 12, 2019

Great explanation by great professors, which is making me inspiration on a further topic like ML

By Mazhar A

Dec 11, 2020

Really a nice course...instructors are very professionals and the way they taught is excellent.

By Siddharth K

Jun 20, 2020

Mathematics behind the Python coding is essential and it can be easily learned from this course

By Dr S D

Jun 13, 2020

A great course. for the first time understood how powerful the linear algebra and matrices are.

By KAMASANI V R

Jun 2, 2020

This course is very much helpful to build skills in mathematics as well as in machine learning.