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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

4.7
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12,557 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".

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.

筛选依据：

1451 - Mathematics for Machine Learning: Linear Algebra 的 1475 个评论（共 2,482 个）

创建者 Sumit T

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Nov 28, 2024

Engaging, fun and insightful.

创建者 郭意菲

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Dec 2, 2021

Enjoyed this course very much

创建者 Sharath C

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Nov 11, 2021

Its really good for begginers

创建者 Jie C

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Apr 7, 2021

It was an amazing experience!

创建者 Manjie S

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Mar 9, 2021

very interesting math course!

创建者 QUYEN H N M

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Feb 16, 2021

nice course for learning math

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