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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
7,428 個評分
1,476 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.

CS

Apr 01, 2018

Amazing course, great instructors. The amount of working linear algebra knowledge you get from this single course is substantial. It has already helped solidify my learning in other ML and AI courses.

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726 - Mathematics for Machine Learning: Linear Algebra 的 750 個評論(共 1,476 個)

創建者 Michael W

Jun 24, 2019

This was everything it promised to be. I was very pleased.

創建者 Andrey T

Mar 12, 2019

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創建者 arif h

Jan 06, 2019

nice course.but programming Assignment trouble to submit .

創建者 Rachakonda N

Dec 25, 2018

Lectures and assignments are very nice and understandable.

創建者 Geoffrey K

Oct 19, 2018

Taught by people who really enjoy their topic - excellent!

創建者 Won-Yung L

Aug 05, 2018

This course gives me geometric intuition of linear algebra

創建者 Vassiliy T

May 17, 2018

very well structured. problem solving pushes to learn more

創建者 ISRAEL F G S

Jul 31, 2020

Excellent content, challenging assignments, great course!

創建者 Sagnik M

Jul 25, 2020

The best course to take before starting Machine Learning.

創建者 yogesh g

Oct 31, 2019

very good course to grasp main concepts of linear algebra

創建者 Andrew

Mar 13, 2019

Excellent intro into Linear Algebra and Machine Learning.

創建者 Rodrigo S Z

Aug 24, 2018

great course. gave me lots of intuition of linear algebra

創建者 Evgeny ( C

Jul 25, 2018

Good balance between presentation and excellent exercises

創建者 Ayush B

Jul 24, 2018

The hands-on learning on web page ranking was insightful.

創建者 S J T

Jun 21, 2020

Excellent presentation, practice quizzes and assignments

創建者 K P

Jun 16, 2020

Exceptionally Good..With highly experienced instructors.

創建者 Jinwoong K

Nov 24, 2018

nice intro to the linear algebra world and relevant code

創建者 Trà N

Nov 08, 2018

Really good course, help me to understand linear algebra

創建者 Xiao F

Apr 20, 2018

very good course for high level aspect of linear algebra

創建者 S J

Apr 29, 2020

Best way to start Machine Learning for Mathematicians!!

創建者 Khasanova A G

Sep 08, 2019

just awesome. challenging at times but totally worth it

創建者 Ricardo F

Jun 10, 2019

The course is pretty good and both teachers are amazing

創建者 Martin B

Sep 23, 2018

Very good. Excellent inroduction and highly accessible!

創建者 Kannan S

Apr 11, 2018

Concepts are clearly explained with numerical examples.

創建者 Karthick P

Jun 29, 2020

Excellent Courses, Great refresher of Linear Algebra!!