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学生对 University of Colorado Boulder 提供的 Essential Linear Algebra for Data Science 的评价和反馈

4.5
181 个评分

课程概述

Are you interested in Data Science but lack the math background for it? Has math always been a tough subject that you tend to avoid? This course will teach you the most fundamental Linear Algebra that you will need for a career in Data Science without a ton of unnecessary proofs and concepts that you may never use. Consider this an expressway to Data Science with approachable methods and friendly concepts that will guide you to truly understanding the most important ideas in Linear Algebra. This course is designed to prepare learners to successfully complete Statistical Modeling for Data Science Application, which is part of CU Boulder's Master of Science in Data Science (MS-DS) program. Logo courtesy of Dan-Cristian Pădureț on Unsplash.com...

热门审阅

TA

Aug 11, 2022

It is a very informative course, and the coach made it simple and enjoyable.Thank you, Dr. James, for your innovative explanation of the material.Take this course and do not hesitate.

AR

Feb 10, 2024

it was tough and challenging. online learning is so much different from in person. thanks for walking though all the examples step by step with much patience

筛选依据:

26 - Essential Linear Algebra for Data Science 的 50 个评论(共 57 个)

创建者 Ancil A

Mar 25, 2023

Covers all the basics and really easy to understand. Really well thought out curriculum.

创建者 Tayyeb M

May 15, 2023

Good course overall. Instructor explained the concepts really well.

创建者 Ronny J

May 23, 2023

Great professor. Easy to follow and exercises are good enough.

创建者 Elena K

Dec 6, 2022

Great review of the essential linear algebra! Thank you!

创建者 ashveen p

Feb 28, 2025

Excellent. Beautifully designed and so well presented.

创建者 uk3578

Oct 13, 2022

Loved it! Covered a lot in an efficient manner.

创建者 Pallabi C

May 19, 2022

Please provide proper solns to all assignments

创建者 Jess R

May 29, 2024

James Bird is an excellent teacher.

创建者 Jolanta C

May 25, 2022

great course, highly recommnended

创建者 Jason D

Jul 9, 2022

Excellent class for review!

创建者 Kedus Y

Jul 22, 2025

Teacher was excellent

创建者 Bouifden r

Oct 25, 2022

thank you very much.

创建者 Philip R

Mar 10, 2023

Great instructor!!!

创建者 Juan C

Oct 13, 2025

Amazing instructor

创建者 Hoyeon K (

Aug 1, 2022

Very helpful

创建者 Preethi S

Nov 22, 2022

Very useful

创建者 727823TUIT137 N B

Sep 7, 2024

good

创建者 MAJD A H A A

Oct 17, 2025

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创建者 Erica W

Apr 14, 2025

Helpful course to learn the fundamentals of linear algebra that pertain to data science, however has some errors in the lectures and quiz materials and skips some key points such as 1) how to check eigenvectors/eigenvalue combinations and 2) emphasizing how linear independence is used to simplify finding the characteristic polynomic to solving for the determinant = 0. Otherwise, a very good intro

创建者 Kevin C

Feb 24, 2025

Nice concise explanations, but I feel like there are way too few practice problems. I ended up having to search online for additional resources to practice the concepts

创建者 Allison S

Apr 27, 2023

A good overview, but could have used a bit more information. I had to look up some concepts for myself in order to really understand it.

创建者 Everett R

Apr 29, 2025

Fairly simple. But I loved the instructor. Very easy to understand.

创建者 Khoa P

Feb 7, 2023

It's ok, not phenomenal

创建者 Paul J

May 30, 2024

Loved the content. The quizzes had good questions but the answer fields were incorrect and forced me to resort to listing one or two variables, etc. just to pass.

创建者 Donovan A

Jun 27, 2022

quite a short course. goes slowly so good for beginners actually. quite a few errors in course and some topics dont flow properly. not the best.