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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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12,575 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

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.

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.

筛选依据：

2251 - Mathematics for Machine Learning: Linear Algebra 的 2275 个评论（共 2,486 个）

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

创建者 Mohammed A A

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Jul 13, 2020

give more example

创建者 hemant k

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Dec 16, 2018

Very Informative.

创建者 Suyash S P

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Jul 14, 2020

Very Good Course

创建者 snehashis P

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Jan 23, 2019

very good course

创建者 Aboud A

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Sep 28, 2021

great course :D

创建者 Burhanudin B

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Dec 20, 2024

Enjoy learning

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