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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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12,556 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

PS

May 8, 2018

Excellent course on the relevant parts of linear algebra for CS. Both instructors are great fun to watch and the assignments use up-to-date Python programming and Jupyter notebooks. Well done !!!

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：

1426 - Mathematics for Machine Learning: Linear Algebra 的 1450 个评论（共 2,482 个）

创建者 Laura L

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Sep 26, 2020

ESTE CURSO.... SE PUEDE TRADUCIR

创建者 SURYADEVI B

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Jul 23, 2020

Very helpful videos and lectures

创建者 Kamlesh K

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Jun 18, 2020

It is truly amazing and helpful.

创建者 Bala

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Aug 16, 2019

Easy and comfortable class ever.

创建者 Alex

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Sep 18, 2021

very nice and intuitive course

创建者 Vaneesh D

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Sep 10, 2021

Very good, worth every second !

创建者 Aditya J

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Mar 4, 2021

Excellent introduction to ML!!!

创建者 Zhongfa L

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Feb 13, 2021

Great refresher of undergrad LA

创建者 kshitiz k

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Jun 8, 2020

great course on Linear Algebra!

创建者 Nurullokh N

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Jun 7, 2020

Great course for linear algebra

创建者 NIKHIL R

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May 21, 2020

Good course.Easy to understand.

创建者 Sumukh H

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May 2, 2020

One of the best courses ever!!!

创建者 Xinyi J

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Jul 26, 2019

Clear and vividly! Recommend!!

创建者 Toan L T

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Sep 29, 2018

A great course in a good series

创建者 YANG Y

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Jul 13, 2023

Easily understand and funny!!!

创建者 Mondher G

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Apr 2, 2023

Great course, I learned a lot.

创建者 Cheng G

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Jun 2, 2021

This course is almost perfect.

创建者 Sedka I

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May 30, 2021

It is the best course I gut it

创建者 Stevani D U

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Mar 7, 2021

this course really challenging

创建者 Christopher W

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Aug 8, 2020

It was a stone groove, my man.

创建者 Mrs. C G J J

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May 15, 2020

different learning experience.

创建者 Cesar C

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Mar 30, 2020

Very professional and complete

创建者 Styven G A

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Sep 9, 2019

Muy bueno, se aprende mucho...

创建者 Liam F

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Mar 9, 2019

Very useful, thanks very much!

创建者 Devbrat S

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Aug 6, 2018

just one word " Knowledgesome"