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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

EC

Sep 9, 2019

Excellent review of Linear Algebra even for those who have taken it at school. Handwriting of the first instructor wasn't always legible, but wasn't too bad. Second instructor's handwriting is better.

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：

1601 - Mathematics for Machine Learning: Linear Algebra 的 1625 个评论（共 2,469 个）

创建者 VENU K

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Jul 31, 2020

Excellent course

创建者 GEETHA P

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Jul 15, 2020

very good course

创建者 Suriya P

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Jun 25, 2020

Excellent course

创建者 Khushvant C

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May 22, 2020

Excellent course

创建者 Dhananjay B

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May 15, 2020

Well Structured!

创建者 DINESH B K

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Apr 22, 2020

excellent course

创建者 Shauvik D

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Apr 12, 2020

Excellent Course

创建者 Trinnawat

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Apr 11, 2020

Very good course

创建者 Mohd A

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Apr 6, 2020

Excellent course

创建者 Lina T

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Feb 22, 2020

Excellent course

创建者 amravi s

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Mar 3, 2019

excellent course

创建者 James T

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Oct 27, 2018

Excellent course

创建者 Siddharth S

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Jun 23, 2018

Simply Fantastic

创建者 Bálint - H F

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Jun 5, 2018

Very very good !

创建者 Rohan

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Aug 12, 2020

Great course !!

创建者 Jorge M A

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Aug 8, 2020

Amazing course!

创建者 Amritpal S 1

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Nov 4, 2019

Learnt alot..!!

创建者 Samuel Z

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Dec 7, 2018

Amazing course!

创建者 Aditya U

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Aug 23, 2018

Awesome course!

创建者 Vinay P K

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Mar 10, 2018

Good Refresher.

创建者 Favre d M

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Aug 25, 2021

Très bon cours

创建者 Sai N S D

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Jul 20, 2021

Well Discussed

创建者 Santosh K S

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Jul 11, 2021

Great course.

创建者 Julio C D M

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Apr 20, 2021

Great course!!

创建者 Rifky A

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Mar 11, 2021

Fun Course !!!