Chevron Left
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

4.7
星
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：

1526 - Mathematics for Machine Learning: Linear Algebra 的 1550 个评论（共 2,469 个）

创建者 ash g

•

Jan 20, 2019

Good intuitive intro.

创建者 Janine S

•

May 24, 2024

Clear and well paced

创建者 Dennis M S

•

Nov 20, 2022

Awesome Instructors.

创建者 Subhodip P

•

Dec 15, 2020

Really learned a lot

创建者 Syed M H M

•

Aug 4, 2020

A well worthy course

创建者 DHYANA C R

•

Jun 30, 2020

Really Great course!

创建者 Sudheesh R S

•

Apr 15, 2020

B

r

i

l

l

i

a

n

t

l

y

e

x

p

l

a

i

n

e

d

创建者 Dhaval R

•

Jan 12, 2020

its vary good course

创建者 Andreas P

•

Sep 22, 2019

Thank you very much.

创建者 Edison C

•

Jul 18, 2018

Excellent enjoyment!

创建者 Mussavir A

•

Jul 8, 2018

Very nice opertunity

创建者 Annamalai S

•

Jul 2, 2018

Really great course!

创建者 Rahman M

•

Nov 16, 2022

That is so good....

创建者 Kranthi K P

•

Sep 7, 2021

Taught from basics.

创建者 harish k

•

Aug 27, 2021

nice to be with you

创建者 Shna R

•

Jun 26, 2021

Excellent course!!!

创建者 Tiswara A

•

Mar 11, 2021

F

U

N

!

A

M

A

Z

I

N

G

!

A

W

E

S

O

M

E

创建者 Binh Q N

•

Feb 27, 2021

Great & Valuable !!

创建者 Jorge O

•

Oct 21, 2020

Excelente course!!!

创建者 prudgin g

•

Jan 6, 2020

David Dye the best!

创建者 Andrew F

•

Oct 8, 2018

Interesting subject

创建者 GoldenTeeth C

•

Sep 27, 2018

讲得很清楚，视频内容的展示方式也很独特

创建者 Harsh D

•

Jun 13, 2018

nice of mathematics

创建者 Nanyan Z

•

May 24, 2018

It's really useful!

创建者 Alfonso M A M

•

Dec 12, 2025

Great fun learning