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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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12,541 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.

LK

Oct 26, 2023

Very good course. I liked very much the way the topics were presented and explained. I especially appreciate David Dye's clarity of explanations, enthusiasm, passion, and joyful attitude. Thank you.

筛选依据：

2226 - Mathematics for Machine Learning: Linear Algebra 的 2250 个评论（共 2,478 个）

创建者 SIMONOT M

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Mar 29, 2019

Clear and interesting. Thank you.

创建者 Gagah G K

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Mar 9, 2021

A little bit hard to understand

创建者 BULAND K P

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Nov 30, 2020

REALLY FUN AND EXCITING COURSE.

创建者 Mayur S

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Aug 25, 2020

great recommended for everyone

创建者 Idriss M

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Sep 23, 2019

great intro to linear algebra

创建者 Yijie X

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Aug 13, 2018

greate course for beginners!

创建者 Siddharth S

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May 21, 2020

Very intuitive and helpful.

创建者 Samridha S

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Dec 7, 2022

Week 5 feels a bit rushed.

创建者 Rishabh .

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Mar 1, 2020

Nice Content and lectures.

创建者 rasheeq i

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Apr 19, 2019

Should go more in details.

创建者 Pip C

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Jun 17, 2020

good high level overview.

创建者 Ziad M H E

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Dec 10, 2022

this course is very good

创建者 Yoni K

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Aug 27, 2021

More practice would help

创建者 Priscilla V A

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Mar 1, 2021

Nice, easy to understand

创建者 Enzo M

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Feb 26, 2020

quite complex but useful

创建者 田德宇

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Jun 23, 2019

no lectures, only videos

创建者 AB

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Mar 3, 2019

Great to relax and learn

创建者 Yap C Y

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Mar 14, 2021

Good explanations given

创建者 Pourya A

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Mar 12, 2021

it was a basic course!

创建者 Patrick O

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Apr 12, 2020

Good content, thanks.

创建者 Vaibhav S

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Sep 10, 2019

can be more detailed

创建者 Brian L

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Apr 19, 2020

Pretty good course.

创建者 Kumar R

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Nov 18, 2019

thanks coursera....

创建者 Dilshan S

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Sep 18, 2021

very good course

创建者 Badal s

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Feb 9, 2020

Good Understanding