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

4.5
stars
12,981 ratings

About the Course

Data science courses contain math鈥攏o 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鈥� 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

RB

Sep 2, 2020

Entire course material is very helpful in understanding the concepts. Only request would be to simplify the probability section a bit more so that it can easy to understand the concepts clearly.

BB

Nov 26, 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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501 - 525 of 2,902 Reviews for Data Science Math Skills

By Francisco A

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May 10, 2019

Great introduction to the required math skills necessary to apply data science. Very useful

By Sujo M

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Apr 17, 2025

It would be the best option for someone who wants to develop math skills for data science.

By Ph岷 D 膼

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May 10, 2023

This is a great free course which help me get forward on my way to become a data scientist

By Sai R K P

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Jan 21, 2021

Excellent Course, Please add few topics on Probability with examples in relation to AI ML.

By Jenirose G

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Oct 1, 2020

Thank you for this opportunity that I've learned more about math skills. Very interesting.

By Nicco H

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Apr 4, 2020

I learned a lot in this course. The assessments are challenging at the same time exciting.

By Bharat S

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Jun 23, 2019

Very informative and engaging course. Examples are very thought provoking. Thanks a bunch.

By kai k

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Mar 2, 2019

it gets quite challenging at the end but its a good refresher. like the pdf helpers a ton!

By Andy P

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Jun 30, 2022

Very clear instruction and good use of real world examples to explain complicated issues.

By Lafayette K N

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Jan 29, 2021

provides real life scenarios that the learner can relate. week 4 is really challenging :)

By Ana A

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Aug 5, 2020

Simple and easy to understand explanation of concepts. A great course! Thank you so much.

By Vanttanai S

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May 25, 2020

Good for beginner to study and someone who want to repeat the old knowledge in university

By Mr. P D

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May 12, 2020

That was such a good course I have seen on the 糖心vlog官网观看.

Thanx for Teaching Me this course

By Dr. J V S

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May 9, 2020

This course is very good. During this course i recalled and tested my mathematics basics.

By Md. N I

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May 30, 2025

This is really helpful for me to get the perfect basic idea of Data Science Math Skills.

By Mahesh M

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Jan 12, 2021

Excellent overview of foundational skills needed. Great instructors and course material.

By Monica.S

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Aug 16, 2020

Nice experience... Lot of information gathered in this coursera.... Thank you so much...

By Ezra P S

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May 11, 2020

A very good course with clear explanation and Higher-order-thinking skills problem sets.

By Suresh K S

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Apr 24, 2020

Its is really worth spending my valuable time to gain this exposure to Basic math skills

By R S

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Feb 22, 2020

Good refreshment of your highschool math knowledge if you haven't done math for a while.

By Ding Q

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Jul 27, 2019

It helps you build the basic math skills in easy introducing way and you would enjoy it!

By Luis S P

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Apr 12, 2022

Curso b谩sico de matem谩ticas. Ideal para refrescar conceptos aprendidos en el instituto.

By jesus f v r

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Jun 20, 2021

Gracias un excelente curso de formaci贸n en habilidades matem谩ticas de Ciencia de Datos.

By Goodness M

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Jan 4, 2021

I love the question because they probe at your intuitive understanding of the concepts.

By Dangate, A J

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Jul 5, 2020

I like the course only is that I really find it hard to do the probability theory part.