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

4.5
12,978 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

AQ

Jul 11, 2025

unfortunately, the certificate was not generated, which was disappointing. Although the course content was informative and well-structured. I hope this issue is resolved for future learners.

BB

Nov 25, 2022

Good course. The probability portion is very challenging. Dr. Eggers is a tremendous instructor, but I did not feel adequately prepared for the some of the practical application in the quizzes.

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2351 - Data Science Math Skills 的 2375 个评论(共 2,902 个)

创建者 Patrick C

Jun 7, 2020

Insightful course. Would recommend to anyone within the field.

创建者 gouraV S

May 24, 2020

It's great pleasure to enjoy such course from respected sir's.

创建者 aBy L

May 5, 2020

Well informed and structured sample case approach to real life

创建者 Prakhar B

Jul 12, 2022

Useful stuff like regression methods are missing. Too basic.

创建者 Shashank S

Jun 17, 2020

Good Course to understand the Maths behind Machine Learning.

创建者 Maria

Jun 10, 2020

Great course, but hard to understand without math background

创建者 Parth R

Apr 20, 2020

Last Week was bit confusing and not clear. Rest it was good.

创建者 Animesh S

Jun 16, 2017

Good Course. The probability section needs some improvement.

创建者 Og'abek Y

Mar 5, 2025

sertifikat berilmadi sertifikatni email orqali jo'natinglar

创建者 Joycelyn H

Oct 20, 2021

Starts well. But learnings in later weeks are not as clear.

创建者 vaibhav m

Nov 3, 2020

probablity part could be explained more with more examples.

创建者 Selvaganapathy M

Jun 28, 2020

very steep learning curve, but good info on lot of formulas

创建者 Ahmed B

Feb 7, 2019

More exerciser required. Specially in probabilities theorem

创建者 Pratima D

Feb 4, 2018

The most fundamental course explained in the most easy way.

创建者 Benitta M P

Sep 17, 2017

The Bayes theorem and binomial theorem needs more examples.

创建者 Aditya G

Aug 23, 2017

Would have liked a more advanced discussion on Probability.

创建者 Nikhil M

Jan 13, 2023

A little boring at some points but an overall good course.

创建者 Nilesh V

Jun 4, 2020

Very nice course clear all basic and intermediate concepts

创建者 Sudha S

May 11, 2020

I learn so much basic topic ,so it's really helpful for me

创建者 Sonal G

May 5, 2020

Really good but wish week 4 lectures were bit more clearer

创建者 Aravindan G

Apr 13, 2020

It was Indeed an Amazing Experience taking up this course.

创建者 Maia M

Nov 9, 2020

Very interesting, but the overall acuracy is not optimum.

创建者 Khan F B

Jun 13, 2020

Experience was amazing, I got to learn lot of new things.

创建者 Steven Y

Mar 21, 2020

Could have spent more time explaining when to apply what.

创建者 Xueli J

Oct 30, 2017

课程很适合不太擅长数学的学习者,内容浅显易懂,但是概率部分,讲得太过简单,可以对重要概念多进行剖析,多举一些例子。