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

4.5
stars
12,540 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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1101 - 1125 of 2,787 Reviews for Data Science Math Skills

By G C V

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Jul 3, 2020

Thank you Duke University

By 15-409 N

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Jun 25, 2020

Yeah...a very good course

By Mr.E C

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May 18, 2020

It was a great experience

By Asmita V

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May 13, 2020

The course was enriching.

By MR. I R

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May 8, 2020

Very easy to understand..

By Pratik M P

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Apr 20, 2020

Nice course for beginners

By Prajval

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Apr 13, 2020

Got refreshed with basics

By ALEKSANDRA B R

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Jan 27, 2025

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By Murodbek T

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Dec 27, 2024

Very good for foundation

By MURODJON_SAMIEV_HOJIQURBON O

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Oct 26, 2023

Algebra fanini o'rganish

By ABDULAZIZ A I O

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Sep 29, 2023

this course is very good

By Naga s m a

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May 19, 2021

It in an amazing course.

By SHAM V

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Dec 18, 2020

Really learned from this

By Luke P

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Nov 1, 2020

Good foundational skills

By SAUL A M O

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Oct 19, 2020

This course is very good

By DEVENDRA V

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Jul 28, 2020

good course for practice

By Tahnoon M

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Jul 11, 2020

This course was awesome!

By Retvin P

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Jun 9, 2020

Very easy to understand!

By khikmafaris y

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May 18, 2020

good course for beginner

By Neha C

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May 15, 2020

It was very informative.

By Ali A H

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Apr 2, 2020

good course thanks a lot

By Djumaniyazova B

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Nov 18, 2023

Djumaniyazova Baxdaulet

By Xianjie Y

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May 16, 2023

Great

i love this lesson

By Mukarabin

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Apr 10, 2023

great course, Thank you

By Sanjaya K

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Dec 20, 2020

thank you for knowlegde