Chevron Left
返回到 Algebra and Differential Calculus for Data Science

学生对 University of Colorado Boulder 提供的 Algebra and Differential Calculus for Data Science 的评价和反馈

4.6
256 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 Calculus concepts that you will need for a career in Data Science without a ton of unnecessary proofs and techniques 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 Differential Calculus. We will review some algebra basics, talk about what a derivative is, compute some simple derivatives and apply the basics of derivatives to graphing and maximizing functions. 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 ThisisEngineering RAEng on Unsplash.com...

热门审阅

WA

Mar 9, 2023

Giving a 5 star review because of the videos that were produced, they really taught in a consise manner. However, I think that the Calculus section could have had more videos and more examples.

AV

Feb 8, 2025

Quick and to the point; this was a fantastic way to freshen up on my old math skills from long ago. Only small complaint was the occasional off-screen white-boarding, but was manageable.

筛选依据:

51 - Algebra and Differential Calculus for Data Science 的 69 个评论(共 69 个)

创建者 Anson H

Apr 18, 2022

a good start and review

创建者 廖利梅

Jun 14, 2022

Very nice course!

创建者 Preethi S

Nov 22, 2022

Very useful

创建者 Bobby A

Jun 25, 2022

Excellent

创建者 Stephen F

Feb 11, 2023

Excellent course. I would recommend that the videos spend an additional minute preparing the student for the upcoming quiz by virtue of a pertinent example that incorporates the algebra, etc. that the quizzes require. The videos as they are do not cover all of the techniques required to complete the quiz. Also, it might be worth it after taking the quiz, to show step by step how the course solves a problem for any problem the student gets correct, so as to compare the approaches used.

创建者 Matthew B

Jun 22, 2023

A good, quick review of some fundamental but important principles of algebra and differential calculus. I would not recommend this course to someone who wants to learn these subjects and has not studied the subjects before. If you've studied them before, though, the course does a good job of helping you recall some key points.

创建者 Deleted A

Jul 29, 2022

Nice refresher covering enough topics to remind me of some additional theory which I could look up. Be careful with the camera zoom though :-) But that has probably been mentioned a multitude of times by now. Thanks for providing this course!

创建者 Tayyeb M

May 15, 2023

The course content in good. The instructor explained the concepts really well. The quizzes need some modification so as to relate more to the course content

创建者 Lakshmipriya S

Apr 1, 2023

The material was presented and explained well. I wish there was more engagement in the forums or associated study material recommended.

创建者 Mathieu P

Dec 25, 2023

The videos could be centered better. Having access to notes or downloadable slides could also be helpful as future references.

创建者 Sandro S L

Jun 9, 2023

A very easy and well detailed course facilitating the understanding of algebra and differential calculus for Data Science

创建者 Ahmed

Oct 1, 2022

Great course! a bit smoothening in organization is needed.

创建者 Joshua s

Feb 24, 2025

Very good course. It was good refresher for me

创建者 Bienfait L R

Feb 13, 2024

It would be better to include more examples to prevent learners from spending too much of their time on YouTube learning what they could have learned in class.

创建者 Mike W

Feb 9, 2024

Good course, some of the lecture materials a little hard to read.

创建者 Dante L

May 8, 2025

too simple

创建者 Shannon O

Nov 19, 2022

The squeaking of the marker on the board is too annoying to put up with.

创建者 Ian B

Jun 11, 2024

Useless