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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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12,506 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：

1426 - Mathematics for Machine Learning: Linear Algebra 的 1450 个评论（共 2,470 个）

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"

创建者 Sumit T

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Nov 28, 2024

Engaging, fun and insightful.

创建者 郭意菲

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Dec 2, 2021

Enjoyed this course very much

创建者 Sharath C

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Nov 11, 2021

Its really good for begginers

创建者 Jie C

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Apr 7, 2021

It was an amazing experience!

创建者 Manjie S

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Mar 9, 2021

very interesting math course!

创建者 QUYEN H N M

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Feb 16, 2021

nice course for learning math