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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

EC

Sep 9, 2019

Excellent review of Linear Algebra even for those who have taken it at school. Handwriting of the first instructor wasn't always legible, but wasn't too bad. Second instructor's handwriting is better.

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：

1676 - Mathematics for Machine Learning: Linear Algebra 的 1700 个评论（共 2,469 个）

创建者 Eranda J

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Feb 24, 2024

recommended

创建者 Nguyễn Đ T (

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Dec 12, 2023

Very good !

创建者 Perumal R S

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Sep 28, 2023

Excellent..

创建者 Mạnh V

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Jun 20, 2023

Nice course

创建者 PADALA S (

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Jun 10, 2023

nice course

创建者 김두환

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Mar 28, 2023

really nice

创建者 Harold V

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Sep 22, 2022

Brilliant!

创建者 Đạt N

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Aug 8, 2022

good course

创建者 Xếp T T

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Jul 14, 2022

Good Course

创建者 Roger E

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May 3, 2022

great job!

创建者 Bintang F E

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Mar 12, 2021

mantap jiwa

创建者 Muhammad T R T P

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Mar 12, 2021

Nice course

创建者 Mellania P S

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Feb 26, 2021

Amazing !!!

创建者 Muhammad T

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Feb 23, 2021

good course

创建者 Borhan U A

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Nov 17, 2020

It's great.

创建者 Marcus H

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Sep 14, 2020

Nice course

创建者 Mohit G

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Sep 5, 2020

Good Course

创建者 Kartik S S

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Sep 3, 2020

Best Course

创建者 NAKKA L P

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May 25, 2020

BEST COURSE

创建者 tan c

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May 7, 2020

Very useful

创建者 ‍정희석[ 대 / 컴 ]

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Jan 8, 2020

Nice Course

创建者 Mohamed B

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Nov 30, 2019

Very useful

创建者 Muhammad Z H

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Sep 7, 2019

learnt alot

创建者 Lintao D

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Aug 26, 2019

Good course

创建者 Rodrigo F

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Jun 23, 2019

Excellent!!