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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：

1651 - Mathematics for Machine Learning: Linear Algebra 的 1675 个评论（共 2,469 个）

创建者 dheeraj k

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Feb 3, 2020

excellent one

创建者 Sourav S

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Jun 29, 2019

Thank You Sir

创建者 Virender p s

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Jun 2, 2019

Great course.

创建者 Viswanath M

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Nov 14, 2018

Very helpful!

创建者 Marakhi D

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May 8, 2018

Great course.

创建者 Muhammad S

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Oct 27, 2025

Great Course

创建者 Xinjie C

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May 22, 2024

Pretty good!

创建者 Tien H H

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Jan 23, 2022

Great Course

创建者 iorilu

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Jun 3, 2021

very helpful

创建者 Naeem A

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Dec 27, 2020

Great course

创建者 James S

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Sep 22, 2020

great course

创建者 Arnau P

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Jul 30, 2020

Really cool!

创建者 Russel A

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Jul 29, 2020

Great course

创建者 manshu k

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Sep 5, 2019

Really good.

创建者 Karim E

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Jul 24, 2019

great course

创建者 Maya A

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Jul 22, 2019

great course

创建者 sweta g

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Mar 30, 2019

GOOD COURSES

创建者 Marco C

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Jan 27, 2019

Simply great

创建者 Gorelov A

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Jan 20, 2019

Great course

创建者 Yerjan A

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Jan 4, 2019

Got momentum

创建者 Sambeet P

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Nov 14, 2018

Great Course

创建者 guangyuan l

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Jul 26, 2018

Pretty nice!

创建者 郭立

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Jun 6, 2018

excellent!!!

创建者 JEWIN J 2

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Sep 25, 2025

Really Good

创建者 Jose A R C

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Aug 3, 2024

Good pacing