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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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1376 - 1400 of 2,785 Reviews for Data Science Math Skills

By MinGyu J

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May 31, 2020

great course

By Benny A

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May 19, 2020

Great course

By shubham

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May 12, 2020

GOOD LEARING

By Nandivada P E

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May 7, 2020

Super course

By Sreehari A

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May 4, 2020

Great course

By Ezequiel P

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Apr 20, 2020

Good course!

By Pratik K

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Apr 14, 2020

Great Course

By UPADHYAY A M

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Apr 12, 2020

Very helpful

By Ojo a r

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Apr 11, 2020

great course

By InherentImplants

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Mar 24, 2019

Very helpful

By Saida S A

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Feb 2, 2019

Great course

By Raghu P M

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Sep 17, 2018

super course

By SYED M S

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Dec 25, 2017

Nice Course!

By Bilolbek Q

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Jan 24, 2025

Very good !

By Isomiddinova S A

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Dec 15, 2024

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By ivan d l C B

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Oct 22, 2024

good course

By 33_OM_ M

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Oct 4, 2024

Nice course

By Нұрлан Ж

•

Jul 14, 2024

Ұнады қатты

By Qingzi “ S

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Jan 25, 2024

Pretty Good

By JAMOLOVA A

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Sep 22, 2023

очен хорошо

By OLIMJON_ESHONOV_QOBILJON O

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Aug 13, 2023

yaxshi ekan

By Atin B

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Jul 27, 2023

Nice course

By Bhupat S

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Nov 1, 2022

best of all

By joni g

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Jul 16, 2022

great couse

By SHUBHANKAR N

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Jul 12, 2021

Nice Course