学生对 杜克大学 提供的 Data Science Math Skills 的评价和反馈

4.5
2,340 个评分
516 条评论

课程概述

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!...

热门审阅

AS

Jan 12, 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)

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.

151 - Data Science Math Skills 的 175 个评论（共 519 个）

Jul 26, 2017

Impressive way to explain basic concept. Really a good refresher.

Feb 01, 2020

Very good and concise introduction to Probability and Basic Math

Sep 20, 2018

very good lecture and easy so very easy to understand the course

Mar 18, 2017

Good course to cover all the basic maths related to data science

Jun 22, 2019

It's very basic and very suitable to new comers in data science

Jan 21, 2018

Module is well-planned for both the beginner and professional.

Feb 11, 2018

A useful course with all basic math knowledge you should have!

Jan 28, 2018

Excellent course and lecturers have presented the Ideas well.

Apr 28, 2017

Instructors made this subject so much easier for me to learn!

Aug 19, 2017

Very well structured course for beginners. My fav is week 4

Feb 03, 2019

Nice Course, Looking for specialization bundle on this one

Jun 20, 2017

Very good course, can't wait for the more advance classes.

Nov 15, 2019

wonderfully designed course for refreshing my math skills

Sep 20, 2017

It was a great oppotunity to get involved in math skills.

Jan 17, 2019

Excellent course. Very detailed explanation of concepts.

Jan 27, 2017

Great refresher course on the math used in data science!

Feb 13, 2019

I have enjoyed the course and refreshed my mathematics

Apr 03, 2018

great course, it helps me a lot in my current position

Dec 18, 2017

Basic Revision of all concepts of probability and sets

Jun 26, 2017

very good course. clearly explained and good examples!

Jan 14, 2018

This is a good learning course and nice to go through

May 14, 2019

Excellent course to refresh some basic math concepts

Jul 05, 2019

GREAT MATH COURSE FOR A BEGINNER IN DATA ANALYSIS!

Jul 11, 2018

Excelent vourse from the basics to advanced topics

Mar 18, 2018

Good course. Initial practice could have difficult