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

4.5
stars
12,684 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 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.

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1451 - 1475 of 2,832 Reviews for Data Science Math Skills

By Hasanboy S

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Jan 29, 2024

impossible

By Deleted A

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Oct 28, 2023

Very good!

By Muhammad A

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Apr 3, 2023

It is good

By 陆奕含

•

Oct 6, 2022

Excellent!

By Kumar D

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Sep 13, 2021

Thanks :-)

By KURLA H

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Jul 22, 2020

good notes

By ANTHAREDDY S

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Jun 28, 2020

Intresting

By TETALA S R

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Jun 18, 2020

Thank you.

By Abdul W

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Jun 9, 2020

Excellent!

By Nabilah

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Jun 1, 2020

Thank Youu

By MOHAMMED M

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May 25, 2020

Intresting

By Intekhab A

•

May 18, 2020

nice Skill

By Mehul P

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May 7, 2020

Excellent.

By Chandra

•

May 7, 2020

Thanks you

By Qiuhong X

•

Jul 27, 2019

Thank you!

By LI M

•

Nov 9, 2018

good class

By Georgia P

•

Jun 3, 2018

Thank you!

By Alif P

•

Jan 6, 2018

Awesome!!!

By ASHISH M

•

Apr 19, 2025

very good

By RUXSORA Q S Q

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Apr 7, 2025

goooooood

By Nafiz S

•

Mar 17, 2025

Excellent

By Sanjar A

•

Mar 5, 2025

very good

By Raxmatjon D

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Feb 6, 2025

Raxmatjon

By Yusupova

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Feb 6, 2025

Quvonchoy