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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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12,506 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

MG

May 30, 2020

A great course covering key aspects of Linear Algebra with the lecturers giving a good intuition about what's going on with the subjects.(PS. I loved the sense of humor of Prof.Dye it was really fun!)

PL

Aug 25, 2018

Great way to learn about applied Linear Algebra. Should be fairly easy if you have any background with linear algebra, but looks at concepts through the scope of geometric application, which is fresh.

筛选依据：

1501 - Mathematics for Machine Learning: Linear Algebra 的 1525 个评论（共 2,470 个）

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

创建者 杨承坤 C Y

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Aug 11, 2020

Very fun and helpful!

创建者 Nidhi G

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Jul 13, 2020

Awesome Instructors!!

创建者 SAQLAIN H

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Jul 10, 2020

excellent assignments

创建者 Pascal P

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Mar 31, 2020

Awesome presentation.

创建者 Leonardo H T S

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Sep 26, 2019

Altamente recomendado

创建者 SiriusXDJ

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Sep 15, 2019

A very useful course.