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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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12,558 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

LK

Oct 26, 2023

Very good course. I liked very much the way the topics were presented and explained. I especially appreciate David Dye's clarity of explanations, enthusiasm, passion, and joyful attitude. Thank you.

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：

1751 - Mathematics for Machine Learning: Linear Algebra 的 1775 个评论（共 2,482 个）

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

创建者 Fabrice M

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Apr 14, 2019

Excellent

创建者 Xinya X

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Mar 13, 2019

I like it

创建者 DIVYANSH S

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Feb 4, 2019

excellent

创建者 Edward K

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Sep 17, 2018

very nice

创建者 海鹿

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Mar 16, 2018

excellent

创建者 Tanuj

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Oct 31, 2025

all good

创建者 Karta K

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Mar 18, 2023

Amazing!

创建者 Nicolas C

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Feb 2, 2023

Awesome!

创建者 Sukhvir S

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Aug 23, 2020

NIce One

创建者 HALIKHEDE S S

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Aug 19, 2020

best one

创建者 Isaac M M

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Jul 24, 2020

Excelent

创建者 Yoshiaki K

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Jun 9, 2020

Awesome!

创建者 MOHAMMED F R

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May 29, 2020

its good

创建者 Deleted A

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Jan 26, 2020

Perfect!

创建者 Xiaxin

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Oct 4, 2019

可以听得懂的课程

创建者 Kanishka A

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Apr 23, 2025

Amazing