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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

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.

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".

筛选依据：

1376 - Mathematics for Machine Learning: Linear Algebra 的 1400 个评论（共 2,482 个）

创建者 ankush k

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May 19, 2021

Descriptive and finely grained course

创建者 Pete P

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Jan 24, 2021

Loved the focus on building intuition

创建者 Rodrigo S

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Sep 16, 2020

Wonderful and challenging experience.

创建者 Zhanat K

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Jul 18, 2020

Great Course! Thanks to all teachers!

创建者 Vaishnavi A

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Jun 20, 2020

IT WAS A GREAT A GREAT COURSE OVERALL

创建者 Muhammad S u

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May 29, 2020

Excellent refresher for core concepts

创建者 Sai P

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May 13, 2020

Amazing course to dive into ml and dl

创建者 Manish G

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Apr 23, 2019

Really good course. Nice instructors.

创建者 Bishal L

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Sep 22, 2018

The course was concise but intuitive.

创建者 Ashutosh P

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Jul 15, 2018

Great course to start ML preparation.

创建者 Leon W

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Jun 8, 2021

highly recommended for this coourse!

创建者 Enam B

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Feb 14, 2021

Very Informative and well explained.

创建者 A. N M J

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Oct 13, 2020

Very good explanation. Thanks a lot.

创建者 SUSHANTA K S

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Sep 1, 2020

excellent course. Thanks to coursera

创建者 DEEP C

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Jul 17, 2020

amazing ones again and no words more

创建者 Jyothula S K

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May 18, 2020

Excellent course to learn the Basics

创建者 Joe E

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May 2, 2018

Great course with great instructors.

创建者 Annisa N N

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Mar 23, 2021

I wish my lecturer teach like this.

创建者 Angel G

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Jul 19, 2020

Good introduction about Page rank !

创建者 Mrityunjoy N

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Jul 7, 2020

Worth the time and money. Loved it.

创建者 Gowthaman S

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Apr 16, 2020

The quizzes are really challenging.

创建者 Abhishek K

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Aug 30, 2019

Excellent course. Kept me involved.

创建者 deepak t

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May 7, 2018

Awesome explanation of each topic!!

创建者 Muhammad U

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Jan 17, 2026

EXCELLENT COURSE TO LEARN AND GROW

创建者 Hung P

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Nov 14, 2021

Awesome materials and instructions