返回到 Algebra and Differential Calculus for Data Science
University of Colorado Boulder

Algebra and Differential Calculus for Data Science

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

状态:Numerical Analysis
状态:Calculus
中级课程小时

精选评论

JR

5.0评论日期:Aug 10, 2023

Good course. Teacher had problems with keeping equations and graphs in viewing area.

JW

5.0评论日期:May 26, 2022

T​he lectures are very clear and thorough. I really appreciate the effort and thoughtfulness put into this course.

WA

5.0评论日期: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.

DG

5.0评论日期:May 18, 2022

Excellent introduction and review for those of us who took these courses some years ago! Really appreciated the clear teaching, which is so important for learrning math.

LG

4.0评论日期:Oct 29, 2025

very good course, needs a little more explanation of how to calculate some of the things (e.g. derivatives of log functions), but the AI Coach can help

LS

4.0评论日期:Mar 31, 2023

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

MM

5.0评论日期:Oct 1, 2023

only problem I had was with logs. Used khan academy and started from scratch. Also graphing was an issue I had to resolve.

AL

5.0评论日期:Nov 18, 2022

This course is a little brief; however, it could serve as an excellent refresher to someone who hasn't taken Calculus 1 for a while.

VG

5.0评论日期:Nov 2, 2022

Excellent course. I never did university calculus, and this was a great way to test my understanding and prompt additional learning as I attempted the quizzes.Thank you!

DW

5.0评论日期:Nov 14, 2022

Very clear instructor, sometimes writing outside of board but technology is hard

KP

5.0评论日期:Oct 6, 2024

More a survey of material than skills development but it was covered well and clearly.

AV

5.0评论日期: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.

所有审阅

显示:20/71

cecilia wolfson
1.0
评论日期:Jun 16, 2022
Laura White
1.0
评论日期:May 17, 2022
Dr Carl Gauss
1.0
评论日期:May 4, 2022
David G
5.0
评论日期:May 19, 2022
William Wilson
5.0
评论日期:Nov 24, 2022
Elena K
5.0
评论日期:Nov 24, 2022
Onkar Pathak
1.0
评论日期:Oct 14, 2022
Allyx May Lichkov
5.0
评论日期:Nov 18, 2022
Brian Pink
5.0
评论日期:Jun 23, 2022
Matt Mullens
2.0
评论日期:Jun 15, 2023
Swagatam
3.0
评论日期:May 29, 2024
Shannon O
2.0
评论日期:Nov 19, 2022
Richard Creek
5.0
评论日期:Dec 22, 2022
Gansukh Bilguun
5.0
评论日期:Nov 3, 2022
Paul Jackson
5.0
评论日期:May 24, 2024
Germán David Luna Puche
5.0
评论日期:Aug 10, 2023
sidnei fc
5.0
评论日期:Nov 10, 2023
Ambroise Hervillard
5.0
评论日期:Apr 17, 2024
Meenakshi Jaswal
5.0
评论日期:Mar 25, 2023
Emily Castelan Moreno
5.0
评论日期:Sep 2, 2022