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Mathematics for Machine Learning: Linear Algebra(으)로 돌아가기

임페리얼 칼리지 런던의 Mathematics for Machine Learning: Linear Algebra 학습자 리뷰 및 피드백

4.7
별점
8,084개의 평가
1,627개의 리뷰

강좌 소개

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....

최상위 리뷰

EC

Sep 10, 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.

PL

Aug 26, 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.

필터링 기준:

Mathematics for Machine Learning: Linear Algebra의 1,621개 리뷰 중 1476~1500

교육 기관: Yijie X

Aug 14, 2018

greate course for beginners!

교육 기관: Siddharth S

May 21, 2020

Very intuitive and helpful.

교육 기관: Rishabh C

Mar 01, 2020

Nice Content and lectures.

교육 기관: rasheeq i

Apr 19, 2019

Should go more in details.

교육 기관: Pip

Jun 17, 2020

good high level overview.

교육 기관: Enzo M

Feb 26, 2020

quite complex but useful

교육 기관: 田德宇

Jun 23, 2019

no lectures, only videos

교육 기관: AB

Mar 03, 2019

Great to relax and learn

교육 기관: Patrick O

Apr 12, 2020

Good content, thanks.

교육 기관: Vaibhav S

Sep 10, 2019

can be more detailed

교육 기관: Brian L

Apr 20, 2020

Pretty good course.

교육 기관: Rohit V

Nov 19, 2019

thanks coursera....

교육 기관: Badal S

Feb 10, 2020

Good Understanding

교육 기관: Mohammed A A

Jul 13, 2020

give more example

교육 기관: Hemant D K

Dec 16, 2018

Very Informative.

교육 기관: Suyash S P

Jul 14, 2020

Very Good Course

교육 기관: snehashis p

Jan 23, 2019

very good course

교육 기관: Lindly V M

Sep 19, 2020

Learned a lot!

교육 기관: Ronak J

Jun 13, 2020

Amazing

Course

교육 기관: Siddharth S

Oct 16, 2018

A nice course.

교육 기관: Ayush P

Jun 01, 2020

Great course

교육 기관: Akhil K

Oct 21, 2018

great course

교육 기관: Ananda u

May 27, 2020

Nice Course

교육 기관: Zala R

May 26, 2020

fantastic

교육 기관: KRAKOU D G S

May 23, 2020

very good