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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

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：

1201 - Mathematics for Machine Learning: Linear Algebra 的 1225 个评论（共 2,482 个）

创建者 Benjamin X Z

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Sep 12, 2021

Coding exercises should be a little more challenging.

创建者 Kushagra A

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Jun 16, 2021

Loved the course.Amongst the best courses i have taken

创建者 Dan C

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Nov 18, 2020

It is a good introduction in math for machine learning

创建者 Mohammed R

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Sep 7, 2020

The course is so helpful & the instructors are amazing

创建者 Karthick P

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Jun 29, 2020

Excellent Courses, Great refresher of Linear Algebra!!

创建者 SHIVAJI C M 1

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Jun 2, 2020

This Course is very informative and helped me a lot !!

创建者 TOORPU A R

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Apr 26, 2020

Excellent course for linear algebra.faculty is so good

创建者 Hanuman M G

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Apr 11, 2020

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linear algebra good start for machine learning

创建者 Sumit S

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Jan 2, 2020

Awesome Course i will definately recommend my friends

创建者 Alok R S

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Dec 3, 2019

Lectures speed is fast. But lectures are just awesome.

创建者 Mohammed A

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Aug 26, 2019

A really wonderful courses that helped my in my career

创建者 Yashasva P

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Jun 7, 2019

The course content was really helpful and interesting.

创建者 Niu K

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Dec 24, 2018

Excellent course which provides a new viewpoint for ML

创建者 Geoffrey B

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Oct 30, 2021

Excellent refresh of linear algebra in context of ML.

创建者 Kushagra S

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Feb 16, 2021

Great for beginners to refresh their elementary maths

创建者 Levent G

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Nov 4, 2020

This course was quite informative. Thank you so much.

创建者 Rafael M

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Sep 2, 2020

Great experience learning from Imperial and coursera.

创建者 Kendre P P e

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Jul 12, 2020

Really good understanding about vectors and there use

创建者 Mariam M

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May 8, 2020

Very good, very challenging and satisfying all in all

创建者 Abdul H

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Sep 5, 2019

1 step closer to becoming a machine learning engineer

创建者 Gnanesh B

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Jun 9, 2018

changing the basis and reflecting plane helped me lot

创建者 Sanjana

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Dec 21, 2022

It was awesome experience while learning this course

创建者 Ali K

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Oct 30, 2022

Interseting mthods for teaching math. Thanks a lot!

创建者 John C B

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Jul 19, 2021

well presented material with nice, clean assignments

创建者 Stephen A T

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Mar 11, 2021

Value for time and money

Thank you for this platform.