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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

HE

Aug 8, 2021

the instrutors were too good and their explination for the concepts was to the point and it made me realize things in linear algebra I didn't know before although I studied it in school of engineering

CS

Mar 31, 2018

Amazing course, great instructors. The amount of working linear algebra knowledge you get from this single course is substantial. It has already helped solidify my learning in other ML and AI courses.

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2201 - Mathematics for Machine Learning: Linear Algebra 的 2225 个评论（共 2,468 个）

创建者 何霄

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Feb 23, 2020

clearly explain all the key concepts in la

创建者 Ratnakar M

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May 31, 2018

Very engaging course and right on spot!!!

创建者 Andres O

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May 25, 2018

Very good linear algebra intro/refresher

创建者 Paul M D C B

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Nov 1, 2020

Too technical but relevant nonetheless

创建者 Manikanta G

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Aug 22, 2020

it's worth taking to revise the topics

创建者 Richard P

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Jul 15, 2020

Great knowledge at an affordable price

创建者 Salah E

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Jun 30, 2020

it is very hard course yet very useful

创建者 Nirmala R

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Jun 3, 2020

Week 5 was bit difficult to comprehend

创建者 Ritwik M

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May 17, 2020

Prof. Sam is a bit hard to understand.

创建者 danthedoubleD

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Feb 22, 2019

good stuff hopefully, i will be useful

创建者 Annamma A

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Nov 29, 2020

Help with programming should be given

创建者 龚华君

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Jul 8, 2019

i don't know , just finish it so soon

创建者 e u

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Aug 9, 2020

a little bit hard for a beginner lol

创建者 Kareem B

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May 17, 2020

Veru useful Course in Linear Algebra

创建者 Ariel E

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Sep 10, 2020

All topics are taught very clearly!

创建者 Aditya R

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Jul 22, 2018

Really it was a very nice course .

创建者 Dalila

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Sep 6, 2020

Week 4 topics were a bit confusing

创建者 SIMONOT M

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Mar 29, 2019

Clear and interesting. Thank you.

创建者 Gagah G K

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Mar 9, 2021

A little bit hard to understand

创建者 BULAND K P

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Nov 30, 2020

REALLY FUN AND EXCITING COURSE.

创建者 Mayur S

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Aug 25, 2020

great recommended for everyone

创建者 Idriss M

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Sep 23, 2019

great intro to linear algebra

创建者 Yijie X

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Aug 13, 2018

greate course for beginners!

创建者 Siddharth S

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May 21, 2020

Very intuitive and helpful.

创建者 Samridha S

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Dec 7, 2022

Week 5 feels a bit rushed.