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
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

DV

Jun 24, 2019

This was a terrific course; the instructors' are passionate and knowledgeable about the course material, the assignments are engaging and relevant, and the length of the videos feels "just right".

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:

1101 - Mathematics for Machine Learning: Linear Algebra 的 1125 个评论(共 2,482 个)

创建者 Keith B E

Mar 21, 2020

This course was a lot more useful than the course I got in college.

创建者 Jacint J

Feb 12, 2020

Excellent introduction to mathematical basics for Machine Learning.

创建者 GAUTAM V

Oct 15, 2019

The course materials are communicated very efficiently and clearly.

创建者 Narayan B

Jun 21, 2019

Very good and useful course, worth spending money and valuable time

创建者 Pubudu H

Oct 19, 2023

This Course changed my thinking pattern on vector space completely

创建者 Adarsh K J D

Jul 14, 2021

Great instructors. Explained all concepts in a very simple manner.

创建者 K L G

Jun 6, 2021

Impressed by how the instructors can write in reverse so naturally

创建者 Boris B

Apr 18, 2020

Really useful and everybody with passion and motivation can do it.

创建者 Pierre C D M

Mar 24, 2020

Very good very clear. Begineers will definitively have a take out.

创建者 Shilpa S

Feb 29, 2020

The assignments were hard ,but learned good amount of information.

创建者 Julio V E

May 21, 2018

Excellent course, with a great team of well-motivated instructors.

创建者 Sean L

Oct 3, 2025

gave me a very clear intuition about what's under the computation

创建者 Segundo F D T

Jan 1, 2025

Excellent course, with good examples and very clear explanations.

创建者 Alessio T

Sep 18, 2022

Very clear explanations of very important and interesting topics

创建者 Berlian P R H

Mar 11, 2021

this course is improve me basic of mathematics. thank you so much

创建者 George P

Sep 10, 2020

Demanding but worth it. You have got to mirror the bear to see...

创建者 Michael P A

Aug 2, 2020

Si colocan subtitulo en español seria fantástico.

Excelente curso.

创建者 Mukunda M N

Jan 25, 2020

Intuitive explanations rather than jargons, very enjoyable course

创建者 manoranjan s

Nov 4, 2019

I really enjoyed this course. This was a good refresher for my LA

创建者 Lex v d P

May 21, 2018

Very clear quick browse through some concepts from linear algebra

创建者 YW

Apr 10, 2018

excellent course for freshen-up linear algebra, highly recommend!

创建者 Daniel M

Feb 14, 2021

Fundamental to understand the foundations of the Linear Algebra.

创建者 Akshay K

Feb 11, 2020

Best course to start off with for people stepping into ML field.

创建者 Ravindu T

Oct 3, 2019

The course is very informative and really interesting to listen.