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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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12,557 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.

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".

筛选依据：

1776 - Mathematics for Machine Learning: Linear Algebra 的 1800 个评论（共 2,482 个）

创建者 Võ H K K D

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Mar 26, 2025

So good

创建者 Insyiraah O A

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Mar 21, 2022

mantaps

创建者 Raphy

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Feb 6, 2022

perfecy

创建者 Chih-Kai T

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May 6, 2021

awesome

创建者 郭书含

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Mar 28, 2021

深入浅出非常好

创建者 Levina A

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Mar 7, 2021

So cool

创建者 Indria A 0

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Feb 27, 2021

awesome

创建者 Binulal N

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Dec 19, 2020

Awsome!

创建者 Aniruddh M

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Sep 9, 2020

Superb!

创建者 Борис Г

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Jun 1, 2020

Amazing

创建者 latheesh K

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May 12, 2020

Awesome

创建者 Artem V

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May 3, 2020

exelent

创建者 Aditya S

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Dec 6, 2019

awesome

创建者 Bhavya G

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Jul 20, 2019

Amazing

创建者 Sheikh N I

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Jul 2, 2018

Thanks!

创建者 Julio M

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Sep 23, 2024

Great!

创建者 indriana n

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Mar 21, 2023

Amzing

创建者 Rahmita D

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Mar 17, 2023

Mantep

创建者 Hoang D

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Dec 27, 2021

useful

创建者 mochammad g r

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Mar 3, 2021

Thanks

创建者 龚古铮

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Feb 2, 2021

Great!

创建者 Thanh L P

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Aug 6, 2020

Great!

创建者 Rehab A

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Jul 4, 2020

thanks

创建者 Flt L G R

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May 25, 2020

THANKS

创建者 Shijing C

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Mar 27, 2019

useful