Chevron Left
返回到 Data Science Math Skills

学生对 Duke University 提供的 Data Science Math Skills 的评价和反馈

4.5
12,972 个评分

课程概述

Data science courses contain math—no avoiding that! This course is designed to teach learners the basic math you will need in order to be successful in almost any data science math course and was created for learners who have basic math skills but may not have taken algebra or pre-calculus. Data Science Math Skills introduces the core math that data science is built upon, with no extra complexity, introducing unfamiliar ideas and math symbols one-at-a-time. Learners who complete this course will master the vocabulary, notation, concepts, and algebra rules that all data scientists must know before moving on to more advanced material. Topics include: ~Set theory, including Venn diagrams ~Properties of the real number line ~Interval notation and algebra with inequalities ~Uses for summation and Sigma notation ~Math on the Cartesian (x,y) plane, slope and distance formulas ~Graphing and describing functions and their inverses on the x-y plane, ~The concept of instantaneous rate of change and tangent lines to a curve ~Exponents, logarithms, and the natural log function. ~Probability theory, including Bayes’ theorem. While this course is intended as a general introduction to the math skills needed for data science, it can be considered a prerequisite for learners interested in the course, "Mastering Data Analysis in Excel," which is part of the Excel to MySQL Data Science Specialization. Learners who master Data Science Math Skills will be fully prepared for success with the more advanced math concepts introduced in "Mastering Data Analysis in Excel." Good luck and we hope you enjoy the course!...

热门审阅

AP

Apr 16, 2020

Hi it is very helpful to me. Concept is properly explained. I enjoyed learning process. Expect some more courses on data science as well as on python which involves real time application.Thanks a lot.

PS

Jul 22, 2017

This is neat little course to revise math fundamentals. I generally find learning probability a little tricky. This course helped me a lot in better understanding Bayes Theorem. Thank you professors.

筛选依据:

2326 - Data Science Math Skills 的 2350 个评论(共 2,902 个)

创建者 Alman G

Aug 19, 2020

Really is through a provoking course, as how many ways to estimate

创建者 Saurabh S

Jul 15, 2020

Overall, a good course. Could do with some more detailing, though.

创建者 N A S R

Jun 16, 2020

this was nicely designed course,and made me re learn many concepts

创建者 Tanmay S

May 27, 2020

This is a great course to start with for Data Science Mathematics.

创建者 BogdanC

Nov 19, 2019

great course, would be great to have a follow-up with more content

创建者 Abel N

Dec 29, 2022

Good lectures but last section lectures and readings not in depth

创建者 Luis M E G

May 23, 2025

Me encantó pero tuve inconvenientes con la traducción al español

创建者 Nadin Z

Apr 22, 2025

Thank you so much. I enjoyed and i learned a lot from the topic.

创建者 Tochukwu I

Apr 4, 2022

The course is really worth the time spent.

Thanks You very Much..

创建者 Kaung M W Y

May 10, 2020

The quizzes are hard compared to the explanations in the videos.

创建者 Fulvio C

Oct 24, 2019

It's a very intersting training in order to refresh your memory.

创建者 Yiwen G

Jul 28, 2017

A little bit easy if you have solid high school math background.

创建者 RUTVIK D

May 22, 2020

Good explanations and brief presentation of Important concepts.

创建者 Navratan S

May 12, 2020

I have enjoyed this course and learn about data science skills.

创建者 Gina L

Dec 17, 2017

the course overall was good -- the probability section was hard

创建者 Andrea V

Dec 11, 2017

Good introduction to a few concepts that permeate data science.

创建者 Suresh T

Apr 21, 2017

probability theory was a bit fast but otherwise it was awesome!

创建者 Ang H

Dec 31, 2023

I learned a lot about the fundamentals of the underlying math.

创建者 khaled b

Nov 8, 2021

good introduction to the mathimatics requied for data science

创建者 Ferdinand H

Aug 19, 2021

Starts easy and gets into more interesting topics at the end.

创建者 sivaharshini

May 23, 2021

The classes were easy to catch up and knowledgable . THANK YOU

创建者 Adelina A

Apr 24, 2021

l enjoyed this class, it allowed me to refresh my math skills.

创建者 路仕丞

Jan 25, 2021

It's too easy for engineering students. Not bad, but too easy.

创建者 Priyanka V K

Sep 24, 2020

Very much understanding !! It's good....guys go and check out

创建者 Rahul P

Jul 25, 2020

Great course for basics math and introuduction to probablility