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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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12,576 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

JS

Mar 5, 2019

Love this! Quality of the recording is impressive, content what exactly what I was looking for.

CC

Jun 3, 2020

Give an excellent intuition about all the topics, great examples, I love the course

筛选依据：

1251 - Mathematics for Machine Learning: Linear Algebra 的 1275 个评论（共 2,486 个）

创建者 J C

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Oct 11, 2020

Highly recommend if you memorized linear algebra.

创建者 J N B P

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Aug 11, 2020

A good course for intermediates in Linear Algebra

创建者 John R

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Aug 4, 2020

Excelent quality of videos and good explanations.

创建者 Moises G

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Jul 13, 2019

Excelent, I reinforced what I previously learned.

创建者 Maciej K

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May 15, 2018

great course, gives clear info on linear algebra.

创建者 arnaud j

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May 12, 2018

Nice introduction or freshener on linear algebra.

创建者 Fernando P

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Apr 14, 2021

It's very helpful Thank you for your great work!

创建者 Divyansh K

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Oct 3, 2020

The best mathematics course for machine learning

创建者 Sayed J A

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Sep 9, 2020

This course is very informative for the beginner

创建者 Manas K P

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Aug 24, 2020

Excellent content from the Imperial team. Thanks

创建者 Pinto B D

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Aug 23, 2020

Excellent to understand basics of Linear algebra

创建者 Budi S

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Jun 2, 2020

I got a great experience on this course, really.

创建者 Park J

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Apr 3, 2020

I got I expected to take this course. Thank you!

创建者 karthikeyan j

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Dec 14, 2019

Excellent Teachers I wish attend them in person.

创建者 Thomas P

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Oct 1, 2019

Topics are well motivated and explained clearly.

创建者 Marc G

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Oct 9, 2018

Brilliant course! The instructors are excellent.

创建者 Marc B

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Oct 7, 2025

Excellent explanations, especially by Prof. Dye

创建者 Yasser A

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Dec 19, 2022

Very good to get started into ML specialization

创建者 Chirath L V

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Sep 25, 2022

One of the greatest course I have ever taken!!!

创建者 Michael H

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Nov 20, 2021

Great course! Thank you Dr. Dye and Dr. Cooper!

创建者 Shivansh B

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Aug 23, 2020

it was an amazing experience taking this course

创建者 Harikesh

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Jul 30, 2020

please check the problems of students regularly

创建者 ASHUTOSH T

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Jun 18, 2020

excellent one, they lectures were too the point

创建者 Neranjan

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May 3, 2020

Best linear algebra course to learn the basics.

创建者 SRISHTI Y

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May 2, 2020

Very Useful. Thank you Imperial College London.