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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

AS

Jul 11, 2019

It's a nice course but instructors should go in more details. It's mostly high school mathematics. I was expecting undergraduate level Linear Algebra. Otherwise it was a good learning experience.

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：

2251 - Mathematics for Machine Learning: Linear Algebra 的 2275 个评论（共 2,470 个）

创建者 Lindly V M

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Sep 19, 2020

Learned a lot!

创建者 Ronak J

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Jun 13, 2020

Amazing

Course

创建者 Siddharth S

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Oct 16, 2018

A nice course.

创建者 Chinaza N

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Jun 6, 2022

Great course!

创建者 Moinul I

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May 23, 2022

great course

创建者 ayush p

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Jun 1, 2020

Great course

创建者 Akhil K

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Oct 21, 2018

great course

创建者 M D 1

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May 29, 2021

Good Course

创建者 Md H R

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Dec 19, 2020

Good course

创建者 Ananda U

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May 27, 2020

Nice Course

创建者 Zala R

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May 26, 2020

fantastic

创建者 KRAKOU D G S

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May 23, 2020

very good

创建者 Sharob S

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Mar 4, 2019

Loved it.

创建者 EL O A

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May 20, 2018

Very nice

创建者 NITESH J

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Jul 5, 2020

TOO long

创建者 TAVVA G M

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May 17, 2020

good one

创建者 Thita A I S

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Mar 2, 2021

thank's

创建者 Millati A L

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Mar 25, 2021

yesss

创建者 G A N M

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Oct 14, 2020

Good!

创建者 Deleted A

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Sep 26, 2018

Good!

创建者 Niyozkhon E

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Aug 19, 2025

good

创建者 Gilang M

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Mar 21, 2023

Good

创建者 venkatadurga P

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Sep 12, 2021

good

创建者 Persis

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Jul 18, 2020

gfhf