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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

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".

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：

1551 - Mathematics for Machine Learning: Linear Algebra 的 1575 个评论（共 2,469 个）

创建者 Fernando J

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Mar 3, 2025

Very useful course

创建者 javier v m

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Apr 11, 2024

10/10 Great course

创建者 Evans W

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Feb 26, 2024

Really good course

创建者 Alexander Z

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Nov 19, 2022

liked it vrey much

创建者 dade

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Sep 24, 2021

Execellent Course

创建者 Mr. R N S

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Aug 4, 2021

Very Useful Course

创建者 Akbar W

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Mar 8, 2021

i love this course

创建者 Pranav A

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Nov 7, 2020

Awesome experience

创建者 Jeff D

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Oct 30, 2020

I love this course

创建者 SARTHAK C

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Aug 30, 2020

Great course!!!!!!

创建者 Zike L

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Aug 13, 2020

very useful course

创建者 Jim A

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Apr 14, 2020

Great instruction.

创建者 tishat a

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Apr 14, 2020

week 5 was amazing

创建者 Dipit M

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Jan 8, 2020

Amazing Experience

创建者 muhamad r

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Feb 19, 2019

easy to understand

创建者 Bruno F

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Oct 9, 2018

Very useful course

创建者 Carlos S

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May 30, 2018

Good refreshing!!!

创建者 Pepe P

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Aug 3, 2024

Excellent course!

创建者 Rida A J

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Dec 2, 2023

it was a good one

创建者 Krishna N

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Jan 6, 2023

Beautiful course!

创建者 Yujia Q

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Nov 3, 2022

Very good course!

创建者 Arnie D

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Sep 26, 2021

I had lots of fun

创建者 Lalit D

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Sep 6, 2021

Good for Revision

创建者 Deleted A

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Nov 29, 2020

Simply excellent!