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返回到 Mathematics for Machine Learning: Linear Algebra

學生對 伦敦帝国学院 提供的 Mathematics for Machine Learning: Linear Algebra 的評價和反饋

4.7
6,883 個評分
1,339 條評論

課程概述

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....

熱門審閱

NS

Dec 23, 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.

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.

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876 - Mathematics for Machine Learning: Linear Algebra 的 900 個評論(共 1,336 個)

創建者 Dhaval R

Jan 12, 2020

its vary good course

創建者 Andreas P

Sep 22, 2019

Thank you very much.

創建者 Edison C

Jul 18, 2018

Excellent enjoyment!

創建者 Musawar A

Jul 08, 2018

Very nice opertunity

創建者 Annamalai S

Jul 03, 2018

Really great course!

創建者 Aleksey A

Jan 06, 2020

David Dye the best!

創建者 Andrew F

Oct 08, 2018

Interesting subject

創建者 Daya_Jin

Sep 28, 2018

讲得很清楚,视频内容的展示方式也很独特

創建者 HARSH K D

Jun 13, 2018

nice of mathematics

創建者 Nanyan Z

May 25, 2018

It's really useful!

創建者 Jim A

Apr 15, 2020

Great instruction.

創建者 tishat a

Apr 14, 2020

week 5 was amazing

創建者 Dipit M

Jan 08, 2020

Amazing Experience

創建者 muhamad r f

Feb 20, 2019

easy to understand

創建者 Bruno F

Oct 09, 2018

Very useful course

創建者 Carlos S

May 30, 2018

Good refreshing!!!

創建者 Nguyen Q K

Jun 29, 2020

Very nice course!

創建者 abd-elrhman m

Jun 09, 2020

great material <3

創建者 Aleksey

Apr 07, 2020

Unbelievably cool

創建者 jason

Mar 26, 2020

excellent course!

創建者 Evgeny M

Feb 23, 2020

Excellent course!

創建者 Fabian G

Dec 23, 2019

Excellent course.

創建者 Runjeeth N

Jul 08, 2019

just exceptional.

創建者 Sanjiv R P

Jun 23, 2019

Very good course.

創建者 Oksamytnyi Y

Jun 11, 2019

Best course ever!