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

4.5
stars
12,445 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 17, 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 23, 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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1026 - 1050 of 2,758 Reviews for Data Science Math Skills

By Gabriela C M

Apr 24, 2022

Excellent introduction course

By Malka R

May 31, 2021

It is a great course to start.

By Prabath B J

Oct 23, 2020

I learned mathematical skills.

By NITHIK V K

Sep 30, 2020

very nice course and excellent

By Prathamesh M

Jul 6, 2020

Very good course for beginners

By Munnurisridharvandana

Jun 2, 2020

Its nice course and intresting

By Prem C

Jun 1, 2020

Really good i get new concepts

By Svs p

May 25, 2020

Nice practice and participated

By Raval M P

May 23, 2020

Gud Course i get more knowlege

By ADITYA S

Apr 28, 2020

Very Good Probability Questons

By pushpendrapal s b

Mar 6, 2019

course is good , I learnd lot.

By ЖАСУРБЕК С

Feb 6, 2025

Javohir Mhmudov Jasurbek ogli

By Muhammad O

Dec 6, 2024

prefessional cersifikat when

By GOKUL.V

Aug 16, 2024

Kindly provide my certificate

By Safarova E B

Apr 16, 2024

Meyliyeva Zulayho Otabek qizi

By Otalikova D M

Aug 18, 2020

ooottaalliikkoovvaa@gmail.com

By Yutcelia C G F

Aug 11, 2020

Well-explained course. Great!

By Julieth C M

Jul 6, 2020

Muy completo e interesante!!.

By Yash B

Jun 27, 2020

Personally loved this course.

By Vikrant K

Jun 24, 2020

it was a wonderful experience

By CHRISTIAN R

Jun 11, 2020

excelente me ha gustado mucho

By vishal v

Apr 28, 2020

Excellent course very usefull

By Audi L

Feb 28, 2017

A fantastic course for anyone

By Ametov O N o

Feb 21, 2025

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By Boboqulov T M

Dec 27, 2024

good goooodgoooooooood213456