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返回到 Mathematics for Machine Learning: Linear Algebra

学生对 Imperial College London 提供的 Mathematics for Machine Learning: Linear Algebra 的评价和反馈

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12,504 个评分

课程概述

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....

热门审阅

EC

Sep 9, 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.

GB

Aug 16, 2020

The instruction was good throughout, but I would urge fellow students to take the time to work through the problems as suggested. Also, the eigen- stuff is quite tricky and can fool you. Be careful.

筛选依据：

1726 - Mathematics for Machine Learning: Linear Algebra 的 1750 个评论（共 2,469 个）

创建者 Hoang L

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Jun 8, 2022

Very good

创建者 Jack S

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Mar 8, 2022

great！！！！

创建者 Mranmay S

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Aug 22, 2021

excellent

创建者 Charles T

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Mar 2, 2021

Loved it!

创建者 Sabrina M U

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Feb 25, 2021

good job!

创建者 Sai N

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Sep 27, 2020

very nice

创建者 Rahul D

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Sep 22, 2020

Excellent

创建者 miguel s

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Sep 20, 2020

very well

创建者 [email protected]

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Aug 16, 2020

THANK YOU

创建者 Arjunsiva S

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Jul 25, 2020

Thank you

创建者 Arka G

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Jul 12, 2020

Excellent

创建者 Deleted A

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Jul 8, 2020

Very Good

创建者 Ms. M S

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Jun 29, 2020

Very good

创建者 SARAN S V

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May 15, 2020

Thank You

创建者 Ishwaragouda P

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May 12, 2020

Very nice

创建者 B L P

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May 2, 2020

very nice

创建者 M H S S G B

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Apr 28, 2020

Excellent

创建者 JENNY J M

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Apr 14, 2020

Very good

创建者 Quynh A T

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Mar 16, 2020

very well

创建者 Sreeprakash N

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Nov 10, 2019

Very good

创建者 Prabal G

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Oct 10, 2019

very good

创建者 Jorge H L B

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Oct 7, 2019

Excelente

创建者 Greg H

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Jun 18, 2019

Very Good

创建者 Sasikumar G

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May 23, 2019

Excellent

创建者 Colin W

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May 15, 2019

Excellent