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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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12,575 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

MS

May 7, 2018

Good, but sometimes it is neccessary to look for supporting materials. I took this course in combination with MIT course in LA and this offered another, more practice oriented, view on the topic.

NS

Dec 22, 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.

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2476 - Mathematics for Machine Learning: Linear Algebra 的 2486 个评论（共 2,486 个）

创建者 Jules A d C

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May 6, 2020

Doesn't explain how it is related to Machine Learning.

创建者 Karthikeyan R

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Jan 12, 2025

Not clear on the concept, too many gaps to understand

创建者 Ephraim K N

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Oct 5, 2020

Please I am not interested in taking the course again

创建者 Himanish C

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May 4, 2021

Terrible course, skips through a lot of concepts

创建者 Deleted A

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May 29, 2020

Don’t waste your money with Coursera it’s a con.

创建者 Andrew E

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Jun 16, 2019

First quiz doesn’t work properly. Can’t submit.

创建者 cyara g

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Mar 20, 2025

i need my lab reset, and no one is helping me.

创建者 Chris Y

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Aug 30, 2019

very bad, everything is not clear

创建者 Inderjot S

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Oct 26, 2025

waste of time and resources

创建者 Enyang W

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Aug 23, 2019

worst course ever

创建者 Vaibhav J

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Aug 9, 2020

Bad