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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

DV

Jun 24, 2019

This was a terrific course; the instructors' are passionate and knowledgeable about the course material, the assignments are engaging and relevant, and the length of the videos feels "just right".

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：

1701 - Mathematics for Machine Learning: Linear Algebra 的 1725 个评论（共 2,469 个）

创建者 Parag B

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Oct 8, 2018

Excellent!!

创建者 Mrinal G

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Oct 1, 2018

nice course

创建者 Le N P

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Jul 11, 2018

many thanks

创建者 Christopher H

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Mar 31, 2018

Great intro

创建者 Xu P

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Sep 19, 2024

Very nice.

创建者 YUCHEN O

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May 1, 2023

Very good!

创建者 João G M

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Dec 9, 2021

Maginific.

创建者 현찬수

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May 16, 2021

Thank you.

创建者 Cassey K N P

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Mar 12, 2021

Huhu manta

创建者 Siti S

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Feb 28, 2021

Amazing :)

创建者 Qiming L

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Nov 3, 2020

Very good!

创建者 Nguyễn T Đ

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Oct 28, 2020

Wonderful!

创建者 Qinqin X

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Jul 11, 2020

It is hard

创建者 Daniel T d L F

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Mar 16, 2020

Very good!

创建者 Dunwei P

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Mar 9, 2020

Excellent！

创建者 Juan N C U

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Nov 23, 2019

Muy aspero

创建者 Hass A

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Aug 13, 2019

Thank you.

创建者 Nedim M

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Aug 6, 2019

Thank You!

创建者 denise d

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May 5, 2018

Excellent!

创建者 Mashima T

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Mar 24, 2018

(๑•̀ㅂ•́)و✧

创建者 Shreejeet P T

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Oct 1, 2024

nice info

创建者 Neolanis I S H

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Jan 2, 2024

Very good

创建者 Naime A

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Oct 1, 2023

thank you

创建者 Rahmat

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Mar 24, 2023

Very good

创建者 Arpit T

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Jul 28, 2022

loved it!