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

4.5
stars
11,697 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!!

VS

Sep 22, 2020

This course syllabus is great. It starts wonderfully. Week 1 to 4 is taught by Paul Bendich, and Daniel Egger the instruction is awesome. Effective way to refresh and add the Data Science math skills!

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2001 - 2025 of 2,594 Reviews for Data Science Math Skills

By rodriguez m

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Dec 29, 2023

Ce cours a été très important pour car cela m'a rappeler beaucoup déjà oublié. Merci

By Daniel A C D A

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Jul 8, 2022

I think that the probability unit can be improved. After that it was a great course

By HeShen

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Apr 22, 2020

Exercises were really targeted and helped me consolidate the knowledge I've learned.

By Sandy H S H

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Sep 25, 2018

Great course for beginner. But this course need some improvement at week 4 material!

By Sara F V

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May 26, 2020

A great course to remember old subjects and be familiar with the basics of algebra.

By Tanmay S K

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Jun 25, 2020

accha tha course par kuch samjha hi nahi , jo samjha wo to pahile se hi aata tha!!

By RASHMITHA S

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Jun 18, 2020

Great insights on how to go about solving the problems with different techniques.

By Adrian N

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Jun 15, 2020

Overall, a good review of mathematics skills ranging from calculus to probability.

By Aayush G

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May 19, 2020

The last module should have covered more solved examples in the instructor videos.

By raj a

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Dec 28, 2020

This is one of the nice and quick way to start your Journey to the Data Science .

By Kunj A

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May 22, 2020

Probability section should have been detailed otherwise the course is very simple

By Keyur U

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Apr 17, 2020

Wonderful learning experience. Needs more detailed content in probability theory.

By Pette B R

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Oct 23, 2020

Questions are challenging enough to determine one's understanding of the lesson.

By Khanh Q D

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Sep 14, 2020

A good course with intensive content providing learner wide view of data science

By Jessie P

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Apr 8, 2020

The binomial module would be better if there were more explanations to exercises

By eunmin c

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Jan 6, 2024

I loved this lecture. I wish one small thing, if there were more practice quiz.

By Víctor D M S

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Jun 29, 2020

Muy buen curso. Pero falta mejorar la explicación a los ejercicios del módulo 4

By Madhav K

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Apr 2, 2020

It could have been a bit harder. Overall a well thought out and precise course.

By Hashan N R

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Jul 21, 2021

The course helped to improve and refresh my knowledge. Thank you very much...!

By Kenny W

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May 7, 2021

I would like to see more walk through explanations as the difficulty increases

By VAMSI M H 1

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Dec 28, 2020

Very helpful for me to revise the topics but struggled a little in probability

By Carlos C

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Sep 1, 2020

Useful knowledge.

Interesting to remember important concepts for data analysis.

By Nabin C

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Jul 28, 2020

good mathmatics skills to learn and amazing easy learning things available !!!

By Rutuja S

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Jun 9, 2020

Great experience while learning, but it will good if it contain more problems.

By Shekh S

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May 30, 2020

Coursera is a very effective learning website to improve skill. Thanks Coursea