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

4.5
stars
12,073 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

RS

May 5, 2020

This was mostly review for me though probability especially Beyes Theorem derivation was new. The instructors provided clear often refreshing ways to look at material.

Thank you for a great class!!

AS

Jan 11, 2019

Effective way to refresh and add the Data Science math skills! Thanks a lot! At the time of the study some of the quizzes content were not rendering correctly on mobile devices (both iPad and Android)

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By Uttam B

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Dec 8, 2020

wow

By Deleted A

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Sep 23, 2020

n/a

By Pragathi

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Jun 10, 2020

Nyc

By Bastian F

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May 21, 2020

thx

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Apr 21, 2020

Gr8

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Nov 15, 2024

gj

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Nov 12, 2024

OK

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Oct 31, 2024

ok

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Sep 18, 2024

qw

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Jul 8, 2024

ok

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Apr 24, 2024

10

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Apr 4, 2024

ok

By HULKAR X S

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Feb 19, 2024

ok

By Nishonov B

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Dec 18, 2023

ok

By Ernazar K

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Dec 12, 2023

as

By Salohiddin A

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Apr 19, 2023

ok

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Mar 13, 2023

OK

By Jaber

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Jul 18, 2022

<3

By Nunsavath S k

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Jan 10, 2022

js

By Luigi R D

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Apr 3, 2021

ok

By Cherlagudem R

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Jan 2, 2021

na

By RISHABH K

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Jun 17, 2020

Ok

By DEBABRATA S

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Jun 5, 2020

OK

By Balaji S

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May 13, 2020

..

By 19-416 H J

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May 5, 2020

Yo