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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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12,557 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 !!!

NS

Dec 22, 2018

Professors teaches in so much friendly manner. This is beginner level course. Don't expect you will dive deep inside the Linear Algebra. But the foundation will become solid if you attend this course.

筛选依据：

1476 - Mathematics for Machine Learning: Linear Algebra 的 1500 个评论（共 2,482 个）

创建者 Amardeep C

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Sep 10, 2024

Challenging and enjoyable.

创建者 Yanathip B

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Feb 12, 2022

Fun and easy-to-understand

创建者 Serguei Y

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Sep 4, 2021

Very easy and interesting.

创建者 Mihran A M

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Jul 28, 2021

It is an excellent course

创建者 Aulia A F

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Mar 13, 2021

Best for blowin your head.

创建者 Toto B T

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Feb 23, 2021

It's fun course,i love it.

创建者 Shreyansh S

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Sep 17, 2020

great course for beginners

创建者 DS V

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Jul 2, 2020

I was a invaluable course.

创建者 Maitreyi P

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Jun 15, 2020

Excellent course. Thankyou

创建者 Carlos J

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Nov 10, 2019

Enfocado a lo que debe ser

创建者 Steven Y

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Aug 6, 2019

Thanks for a great course!

创建者 Jack P

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Jul 16, 2020

Very good and fun course.

创建者 YOUSSEF A

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Jul 8, 2020

I found what was promised

创建者 Deleted A

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Jun 21, 2020

Excellent Course Overall!

创建者 Karthik K

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May 18, 2020

Great practical Knowledge

创建者 K A V

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May 10, 2020

Good course. Enjoyed it.

创建者 Saurabh S

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Apr 28, 2020

Good course and teachers.

创建者 TULANI G

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Feb 15, 2023

I enjoyed it through out

创建者 khaled Z A H

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Dec 31, 2022

it is a must take course

创建者 Kusagra A

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Apr 29, 2022

great informative course

创建者 ANURADHA P

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Oct 28, 2020

Its a really good course

创建者 Ms. N A A

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Sep 30, 2020

Great and useful content

创建者 Abhilash J

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Aug 29, 2020

Great Overall Experience

创建者 Changson O

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Dec 28, 2018

与国内的课程不同，教你从几何的角度理解线性代数。