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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：

1626 - Mathematics for Machine Learning: Linear Algebra 的 1650 个评论（共 2,469 个）

创建者 Agung W

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Mar 8, 2021

nice whieboard

创建者 Gao F

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Jan 19, 2021

Perfect course

创建者 keraghel i

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Oct 22, 2020

Excellent !!!!

创建者 Adarsh S

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Aug 31, 2020

awesome course

创建者 Urvi P

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Jul 3, 2020

Amazing Course

创建者 Braulio U A A

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Jun 13, 2020

Good explained

创建者 Saptarshi D

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Jun 7, 2020

Awesome course

创建者 Utkarsh G

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May 30, 2020

Amazing Course

创建者 ZUQIAN S

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Mar 10, 2020

Amazing class!

创建者 Chuhan O

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Dec 14, 2019

Awesome class!

创建者 Pablo M P

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Jul 15, 2019

Very didactic!

创建者 Lia L

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Feb 20, 2019

Great teacher!

创建者 Alexander Y

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Jun 28, 2018

amazing course

创建者 Felipe M

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May 1, 2018

Great Teacher!

创建者 Deepu R

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Jul 21, 2024

Great Lecture

创建者 Sabeur M

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Dec 21, 2023

great courses

创建者 Sabeur M

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Dec 19, 2023

Great Courses

创建者 S S S

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Jan 13, 2022

worthy course

创建者 Jonathan V

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Dec 18, 2020

A lot of fun!

创建者 Geoff N

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Aug 18, 2020

Great course!

创建者 Kavya G

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Jul 21, 2020

Great Course!

创建者 Alix B

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Jul 9, 2020

Great course!

创建者 AbdulRahman A M

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May 2, 2020

Lovely course

创建者 Classic N

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Apr 5, 2020

Great course!

创建者 HieuCNSE150774

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Feb 7, 2020

Nice teachers