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返回到 Mathematics for Machine Learning: Linear Algebra

學生對 伦敦帝国学院 提供的 Mathematics for Machine Learning: Linear Algebra 的評價和反饋

4.7
6,052 個評分
1,156 條評論

課程概述

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....

熱門審閱

PL

Aug 26, 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.

NS

Dec 23, 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.

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701 - Mathematics for Machine Learning: Linear Algebra 的 725 個評論(共 1,158 個)

創建者 Deepak T

May 07, 2018

Awesome explanation of each topic!!

創建者 Gizem G

May 06, 2020

Great course!! Highly recommended!

創建者 Shin K

Apr 28, 2020

Assignments are fun and practical.

創建者 Christopher R

Mar 15, 2020

Hat Spaß gemacht und viel gelernt!

創建者 Anshuman S B

Aug 29, 2019

Crisp and to the point, Liked it !

創建者 Garrett B

Jul 20, 2019

Excellent Presentation of material

創建者 Arnab M

May 26, 2019

Great Course! Great Professors!..

創建者 Daniel U

Aug 13, 2018

Excellently presented, well-paced.

創建者 Ketan D

Jan 12, 2020

Nicely Paced and Expertly taught.

創建者 Muhammad M

Aug 21, 2019

An amazing course for a beginner.

創建者 gaurav k

Jul 03, 2019

well explained details on Algebra

創建者 Michael B

Jun 23, 2019

Excellent course and instructors!

創建者 Ezequiel A

Jul 09, 2018

Amazing course! Thank you so much

創建者 nicole s

Apr 17, 2018

Great teacher and teaching style!

創建者 Bala

Aug 16, 2019

Easy and comfortable class ever.

創建者 NIKHIL R

May 22, 2020

Good course.Easy to understand.

創建者 Sumukh H

May 02, 2020

One of the best courses ever!!!

創建者 Xinyi J

Jul 26, 2019

Clear and vividly! Recommend!!

創建者 Toan T L

Sep 30, 2018

A great course in a good series

創建者 Catherine G J . J

May 16, 2020

different learning experience.

創建者 Cesar C

Mar 31, 2020

Very professional and complete

創建者 Styven G A

Sep 09, 2019

Muy bueno, se aprende mucho...

創建者 Liam F

Mar 10, 2019

Very useful, thanks very much!

創建者 Devbrat S

Aug 06, 2018

just one word " Knowledgesome"

創建者 Mukesh M

Sep 30, 2019

Awesome Course, learned a ton