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Learner Reviews & Feedback for Data Science Math Skills by Duke University

4.5
stars
12,445 ratings

About the Course

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!...

Top reviews

AP

Apr 17, 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 23, 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.

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1151 - 1175 of 2,758 Reviews for Data Science Math Skills

By Rakesh R

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Jul 22, 2020

Excellent explanation

By Bhupendra P S

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Jul 21, 2020

Thanks for the course

By Ashwani K

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Jul 10, 2020

amazing math teaching

By Alok K G

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Aug 16, 2019

Good basic knowledge.

By Toniya

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Sep 7, 2017

It really was helpful

By yjm

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Jun 14, 2017

a good refresh course

By Fakhre A

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Jun 13, 2017

Outstanding course :)

By Adukarimova D Z q

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Dec 20, 2024

Dilnura Abdukarimova

By 05E4-G. D R

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Jul 22, 2021

good skills of maths

By hillary k

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Apr 30, 2021

Good and encouraging

By Keerthana E

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Dec 29, 2020

Interesting and very

By endale y

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Oct 30, 2020

Thanks for your help

By Sri R W

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Sep 11, 2020

I actually like math

By ayushi c

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Sep 3, 2020

Very well explained.

By A S R

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Aug 31, 2020

Good course to start

By Vivek A B

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Jun 26, 2020

It was very helpful.

By 19PMTA006

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Jun 22, 2020

Over all it was good

By Truong L

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Jun 17, 2020

It is a great course

By Jaharin T S

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Jun 2, 2020

it was a good course

By GANDU P

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May 13, 2020

Good and interesting

By c s s

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May 4, 2020

love the instructor!

By Matthew W

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Nov 15, 2018

nice course, thanks!

By Zuni M

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May 15, 2017

Highly recommended..

By Odomboyeva D

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Jan 25, 2025

sertifikatni bering

By Ismailov K R

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Dec 5, 2024

Gimme my sertfikadt