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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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12,557 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

PS

May 8, 2018

Excellent course on the relevant parts of linear algebra for CS. Both instructors are great fun to watch and the assignments use up-to-date Python programming and Jupyter notebooks. Well done !!!

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：

1626 - Mathematics for Machine Learning: Linear Algebra 的 1650 个评论（共 2,482 个）

创建者 Samuel Z

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Dec 7, 2018

Amazing course!

创建者 Aditya U

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Aug 23, 2018

Awesome course!

创建者 Vinay P K

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Mar 10, 2018

Good Refresher.

创建者 Favre d M

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Aug 25, 2021

Très bon cours

创建者 Sai N S D

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Jul 20, 2021

Well Discussed

创建者 Santosh K S

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Jul 11, 2021

Great course.

创建者 Julio C D M

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Apr 20, 2021

Great course!!

创建者 Rifky A

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Mar 11, 2021

Fun Course !!!

创建者 Agung W

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Mar 8, 2021

nice whieboard

创建者 Gao F

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Jan 19, 2021

Perfect course

创建者 keraghel i

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Oct 22, 2020

Excellent !!!!

创建者 Adarsh S

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Aug 31, 2020

awesome course

创建者 Urvi P

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Jul 3, 2020

Amazing Course

创建者 Braulio U A A

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Jun 13, 2020

Good explained

创建者 Saptarshi D

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Jun 7, 2020

Awesome course

创建者 Utkarsh G

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May 30, 2020

Amazing Course

创建者 ZUQIAN S

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Mar 10, 2020

Amazing class!

创建者 Chuhan O

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Dec 14, 2019

Awesome class!

创建者 Pablo M P

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Jul 15, 2019

Very didactic!

创建者 Lia L

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Feb 20, 2019

Great teacher!

创建者 Alexander Y

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Jun 28, 2018

amazing course

创建者 Felipe M

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May 1, 2018

Great Teacher!

创建者 Deepu R

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Jul 21, 2024

Great Lecture

创建者 Sabeur M

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Dec 21, 2023

great courses

创建者 Sabeur M

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Dec 19, 2023

Great Courses