Chevron Left
Back to Data Science Math Skills

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

4.5
stars
12,977 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

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.

PM

Sep 16, 2017

Good refresher. Weeks 3 and 4 are much more difficult to follow than one and two. Part of this is due to the subject matter but also a change of teacher / and style makes it more difficult.

Filter by:

1801 - 1825 of 2,902 Reviews for Data Science Math Skills

By Sai K G

•

Dec 24, 2018

Good

By PRATIK S

•

Feb 1, 2018

Good

By jyxdcr

•

Nov 20, 2017

easy

By A

•

Nov 11, 2017

good

By Insan N

•

Oct 30, 2017

Nice

By Nguyễn B T

•

Aug 18, 2025

N/A

By Asadov S

•

Jul 19, 2025

zor

By JO`RAQULOV U A O

•

May 3, 2025

ZUR

By ZAFAR A

•

Apr 29, 2025

123

By Yusupov S

•

Apr 10, 2025

zor

By sevinch

•

Apr 7, 2025

zor

By Nafasova F

•

Apr 7, 2025

wow

By Zaynura A

•

Mar 27, 2025

Zõr

By Baynazar X

•

Feb 11, 2025

zor

By Shohjahon M

•

Feb 7, 2025

ZOR

By temur o

•

Jan 24, 2025

zor

By ZAYNABJON Q J Q

•

Jan 22, 2025

zor

By Ibodulla Y

•

Jan 22, 2025

Zõr

By Olimqulov B

•

Jan 21, 2025

jji

By KAMRONBEK S M O

•

Jan 21, 2025

Zor

By Jamshid A

•

Jan 15, 2025

zor

By Eshbaev S

•

Jan 15, 2025

zor

By Ergashev R

•

Dec 12, 2024

zor

By SHAXRIYOR T B O

•

Mar 1, 2024

Zor

By OZODBEK M H O

•

Feb 7, 2024

Alo