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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：

1801 - Mathematics for Machine Learning: Linear Algebra 的 1825 个评论（共 2,482 个）

创建者 János G

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Feb 10, 2019

Superb

创建者 Muhammad N I

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Mar 25, 2022

great

创建者 Syeka B P

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Mar 21, 2022

great

创建者 Lisa A

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Mar 2, 2021

Great

创建者 Bojia S

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Jan 26, 2021

nice！

创建者 Olzhas E

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Dec 9, 2020

хз хз

创建者 Prabal G

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Oct 13, 2020

great

创建者 Md. R Q S

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Aug 20, 2020

great

创建者 Syed s A

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Jul 13, 2020

Nice!

创建者 shobit G

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Nov 7, 2018

good!

创建者 Stephen

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Sep 7, 2023

nice

创建者 Piriyadarshini K

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May 24, 2023

good

创建者 Muhammad K M

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Mar 31, 2023

good

创建者 Muhammad J

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Mar 28, 2023

Good

创建者 Angger M R

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Mar 16, 2023

good

创建者 Fitrah S

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Mar 16, 2023

cool

创建者 Kaushal A

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Jan 27, 2023

Good

创建者 Elkin A V S

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Apr 14, 2022

good

创建者 Doni S

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Mar 27, 2022

Good

创建者 Quế A

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Jul 24, 2021

nice

创建者 안병수

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Jul 15, 2021

good

创建者 지홍근

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Apr 1, 2021

good

创建者 Alivia Z

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Mar 17, 2021

good

创建者 Habib B K

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Mar 10, 2021

Nice

创建者 Jatu K R

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Mar 10, 2021

nice