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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：

1476 - Mathematics for Machine Learning: Linear Algebra 的 1500 个评论（共 2,469 个）

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。

创建者 Pascal U E

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Sep 25, 2018

Great course, I loved it

创建者 Amal K S

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Nov 26, 2020

Excellent course for ML

创建者 Apurba G

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Aug 24, 2020

It was a great learning

创建者 Subtain M

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Jun 27, 2020

Good value against time

创建者 Mohamed B

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May 1, 2020

Great job thank so much

创建者 Lei Z

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Apr 18, 2020

Very easy to understand

创建者 shadab s

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Nov 14, 2019

A Must for ML enginners