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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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12,506 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

MG

May 30, 2020

A great course covering key aspects of Linear Algebra with the lecturers giving a good intuition about what's going on with the subjects.(PS. I loved the sense of humor of Prof.Dye it was really fun!)

PL

Aug 25, 2018

Great way to learn about applied Linear Algebra. Should be fairly easy if you have any background with linear algebra, but looks at concepts through the scope of geometric application, which is fresh.

筛选依据：

1451 - Mathematics for Machine Learning: Linear Algebra 的 1475 个评论（共 2,470 个）

创建者 Rahaman M S

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Nov 29, 2020

Thank you so much professor's

创建者 Aarafat G

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Nov 15, 2020

its so helpful for learning .

创建者 Rajkumar C

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Jun 5, 2020

Great course and instructers.

创建者 Mukesh M

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Sep 29, 2019

Awesome Course, learned a ton

创建者 Conan J

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Jul 16, 2019

Very good video explanations.

创建者 Chenyu W

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Sep 23, 2018

Very Good and Useful Course!

创建者 Shan X

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Jul 20, 2018

It's a great course made easy

创建者 Raihan A

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Mar 22, 2023

very useful for data analyst

创建者 Mu E

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Dec 30, 2022

Very helpful and challenging

创建者 Lu Y

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Jan 24, 2021

detailed explanation. Thanks

创建者 Steven P M

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Apr 5, 2019

Great Linear Algebra course!

创建者 Wu Y Y

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Jun 11, 2023

The course is very helpful!

创建者 Afdoni P S

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Mar 24, 2023

this course really helpfull

创建者 Moses I T

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Jan 19, 2023

Good, clear, easy to follow

创建者 ali k

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Apr 4, 2022

It was usefull and helpfull

创建者 Shohanur R

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Sep 16, 2020

What a wonderful experience

创建者 ANDRES F R R

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Aug 3, 2020

Honestly, its been amazing.

创建者 Asma A H

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Jun 4, 2020

it was an excellent Course.

创建者 Dr I H

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Jan 24, 2019

I really enjoyed the course

创建者 Amardeep C

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Sep 10, 2024

Challenging and enjoyable.

创建者 Yanathip B

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Feb 12, 2022

Fun and easy-to-understand

创建者 Serguei Y

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Sep 4, 2021

Very easy and interesting.

创建者 Mihran A M

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Jul 28, 2021

It is an excellent course

创建者 Aulia A F

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Mar 13, 2021

Best for blowin your head.