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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：

1501 - Mathematics for Machine Learning: Linear Algebra 的 1525 个评论（共 2,482 个）

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

创建者 omid p s e

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Sep 27, 2019

IT'S BEST COURSE I HAVE

创建者 gregorius a

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Feb 15, 2019

Very Good Math Lecture!

创建者 Nitish K S

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Jul 14, 2018

short and informative !

创建者 Loveleen G

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May 4, 2018

Good Course, Go for it.

创建者 Amar

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Apr 18, 2018

best math course for ML

创建者 Bassam S

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Nov 19, 2024

Lovely way of teaching

创建者 Paolo A

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Dec 31, 2023

Straight to the point!

创建者 Emmanuel T

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Jul 15, 2022

The tutors were great!

创建者 Gokulakannan S

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May 22, 2021

Best course. Loved it!

创建者 Nadifah A I

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Mar 12, 2021

thx its amazing course

创建者 Dmitriy K

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Jul 17, 2020

It's a perfect course!

创建者 K. J

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May 13, 2020

one of the fine course

创建者 N'guessan L R G

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Apr 13, 2020

I've liked this course

创建者 Tayler S

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Jan 22, 2020

High-quality teaching.

创建者 Fanghang J

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Oct 27, 2019

Very clearly explained

创建者 Deeparaj A C

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Mar 25, 2019

It was a great course.

创建者 Kevin M

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Mar 24, 2019

Very, very accessible.

创建者 MIGUEL A S H

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Apr 4, 2024

Excelente explicación