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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

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.

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".

筛选依据：

1401 - Mathematics for Machine Learning: Linear Algebra 的 1425 个评论（共 2,482 个）

创建者 Gilsiley D

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Jul 28, 2020

Excellent journey to review maths.

创建者 Gizem G

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May 6, 2020

Great course!! Highly recommended!

创建者 Shin K

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Apr 27, 2020

Assignments are fun and practical.

创建者 Christopher R

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Mar 15, 2020

Hat Spaß gemacht und viel gelernt!

创建者 Anshuman B

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Aug 29, 2019

Crisp and to the point, Liked it !

创建者 Garrett B

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Jul 19, 2019

Excellent Presentation of material

创建者 Arnab M

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May 26, 2019

Great Course! Great Professors!..

创建者 Daniel U

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Aug 13, 2018

Excellently presented, well-paced.

创建者 fateme a

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May 9, 2023

It's a great course, thanks a lot

创建者 Kane W

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Jan 27, 2023

this is really an amazing course.

创建者 Luis V

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Jun 9, 2022

great professors, easy to digest!

创建者 alfatoni n

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Feb 25, 2021

I'm very happy pass in the course

创建者 Ks R

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Oct 31, 2020

Provides good conceptual overview

创建者 Alan

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Aug 2, 2020

Really enjoyed it. Learned a lot.

创建者 p.amirtha g

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Jul 13, 2020

Best Intuitive Maths course ever!

创建者 Mudit K S

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Jun 8, 2020

Awesome start to machine learning

创建者 ketan

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Jan 12, 2020

Nicely Paced and Expertly taught.

创建者 Muhammad M

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Aug 21, 2019

An amazing course for a beginner.

创建者 gaurav k

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Jul 3, 2019

well explained details on Algebra

创建者 Michael B

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Jun 22, 2019

Excellent course and instructors!

创建者 Ezequiel A G

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Jul 8, 2018

Amazing course! Thank you so much

创建者 nicole s

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Apr 16, 2018

Great teacher and teaching style!

创建者 Aqib A

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Jul 26, 2025

Best course for machine Learning

创建者 Juan E N C

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Sep 17, 2024

Covers required material for L.A

创建者 Abhishek C S

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Oct 3, 2020

great and patient teaching staff