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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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By Harshith B

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Apr 9, 2020

Supetb

By Jitesh J T

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Nov 18, 2019

Superb

By Mike

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Apr 8, 2019

Great!

By ruizhou

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Sep 27, 2017

useful

By NILUFAR H S Q

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Jan 9, 2025

class

By AXRORJON E A O

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Jan 9, 2025

class

By kaouther r

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Dec 18, 2024

great

By Dilnaz S

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Nov 16, 2024

Лучше

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Oct 18, 2024

55555

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Jan 12, 2024

Elyor

By Muzrob A K o

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Apr 11, 2023

Great

By Glenn C

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Jan 12, 2023

Great

By Brian R Q

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Sep 14, 2022

Nice!

By Min N

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Sep 6, 2022

Good

By Akansha S

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Jul 6, 2021

GREAT

By ADVAIT D

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Dec 12, 2020

IEJEH

By 121910310046 M N

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Sep 26, 2020

SUPER

By Monisha M

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Sep 1, 2020

Good!

By Jenish R

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Aug 29, 2020

Great

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Aug 18, 2020

Hello

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Aug 18, 2020

Hello

By Islombek A

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Aug 9, 2020

Great

By SATHISHKUMAR S B

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Jul 29, 2020

Super

By YONGKY D P

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Jul 28, 2020

Great

By Deleted A

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Jul 19, 2020

great