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

4.5
stars
12,256 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

AS

Jan 11, 2019

Effective way to refresh and add the Data Science math skills! Thanks a lot! At the time of the study some of the quizzes content were not rendering correctly on mobile devices (both iPad and Android)

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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2651 - 2675 of 2,711 Reviews for Data Science Math Skills

By Hubert W A E

Apr 12, 2021

It was too short, I think they must add additional mathematics course to make this program complete for Data Science needs

By Ahmed K A

Jun 13, 2022

I did most of the learning on my own to solve the assignment. Sadly the professors didn't prepare the material well.

By Xose C

Apr 6, 2020

You'd spend lots of time checking other sources as they do not explain things in detail. They assume many things.

By Peter G

Mar 4, 2018

I enjoyed the first 2 weeks. Weeks 3 and 4 were harder to follow. Too few examples, particularly in week 4.

By Samuel G

Sep 2, 2022

felt like I could learn all of this in khan academy or youtube, no real stand out in this course.

By Daniele S

Aug 28, 2024

test with exercises not explained, wrong answer corrections, poor explaination of the topics

By Andersson F R A

May 17, 2020

A pesar de que el curso es básico, la parte de probabilidad no está muy bien explicada.

By Nayaung L

Jun 30, 2020

The last probability course is really horrible It should be changed or make it easier.

By vivek a

Apr 12, 2020

The course name should be Bais Mathematics instead of Data Science Maths Skills.

By PRASAD K

May 23, 2020

Concepts from Probability up to Bayes' Theorem could have been explained better

By Saurabh S

Jul 11, 2017

Week 1 and week 2 are good. rest of the weeks are very fast and not clear.

By Gastón R H

Jun 16, 2023

First modules of the course were very good, last ones were awful.

By Jonathan H

Feb 8, 2017

Very basic course... probably won't teach you a lot of new things

By Kabir P

Jul 6, 2022

Concepts were skipped and not explained with enough examples

By 小洋xiaoyang

Dec 27, 2020

Wish there will be more example question in the lectures

By A M A

Dec 24, 2017

Probability part is good others are elementary math

By Kavitha B

Apr 6, 2022

did not understand bayes theorem and probabilty

By Patryk H

Apr 12, 2023

Last two weeks were horribly explained

By Aline S

Nov 18, 2024

Very superficial explanations!

By DEEPAK S

Jul 31, 2024

vvvvvv vvvvvvvvvvvvvvvvvvvv

By Rodrigue S

Jun 24, 2020

This is really basic basic.

By Derek S

Mar 29, 2018

last week was very hard

By Deeraj

Apr 30, 2020

It's nice to learn

By Stan M

Feb 15, 2021

dropped

By Kishore R

Feb 17, 2022

Good