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

4.5
stars
12,978 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!!

BB

Nov 25, 2022

Good course. The probability portion is very challenging. Dr. Eggers is a tremendous instructor, but I did not feel adequately prepared for the some of the practical application in the quizzes.

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By Chaitanya T

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Apr 24, 2020

Excellent

By Burhanuddin

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Apr 19, 2020

Excellent

By Alexandra S

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Feb 27, 2020

très bien

By Akhlaq A

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Apr 6, 2018

Excellent

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May 8, 2025

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By Akash S

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Jan 31, 2024

The Best

By Logi B

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Apr 4, 2023

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By Azamat S

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Mar 10, 2023

The best

By Farid T

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Apr 13, 2022

awesome!

By Abdul w

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Dec 19, 2020

good one

By Manish K

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Jun 3, 2020

good one

By दुर्गेश र

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May 25, 2020

NICE ONE

By Umesh S

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Mar 5, 2019

Exellent

By praneet n

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Mar 4, 2018

good one

By Sidhardh M

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Jun 23, 2017

good one

By Zafar A

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Apr 16, 2025

отлично

By Laziz Y

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Apr 16, 2025

perfect

By Nilufar I

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Apr 8, 2025

Andijon

By AZIZBEK N M O

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Mar 3, 2025

great:)