Chevron Left
返回到 Data Science Math Skills

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

4.5
2,129 个评分
476 个审阅

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.

筛选依据:

26 - Data Science Math Skills 的 50 个评论(共 468 个)

创建者 Lymeng C

Mar 02, 2019

I don't quite understand the last chapter about probability. Please use more examples like in quiz to demonstrate the concept one by one. Thanks for making education free to all of us.

创建者 Umesh S

Mar 05, 2019

Exellent

创建者 pushpendrapal s b

Mar 06, 2019

course is good , I learnd lot.

创建者 Lingde K

Mar 07, 2019

As a non-native speaker, the first three parts are helpful in getting into math terminologies and reviewing basic math knowledges. The essence is all about the last part, which might be a little tough for new learners I guess.

创建者 shri r

Mar 07, 2019

Good

创建者 Azmat J

Mar 07, 2019

It is a great course , Thank You

创建者 Martin D

Mar 08, 2019

Great introduction

创建者 Shin J H

Mar 10, 2019

good working man

创建者 Manish P

Mar 11, 2019

This is awesome in refreshing your math skills

创建者 Amit k m

Mar 11, 2019

good

创建者 rinki b

Mar 12, 2019

Very good course

创建者 kai k

Mar 02, 2019

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

创建者 Aftab A

Mar 20, 2019

This course is really helpful to data science student.I was very weak in probability and statistics but this course really polish my skills.

创建者 Jonathan R

Mar 25, 2019

Very helpful

创建者 Silas M

Mar 25, 2019

great course and good basics for anyone starting in Data science highly recommended

创建者 Mukund B G

Dec 04, 2018

Very good informative, surely has helped me understand probability more intutively.

创建者 Ramneek k

Dec 23, 2018

Great Course, really refresh my math skills

创建者 Sai K G

Dec 24, 2018

Good

创建者 Mike

Apr 08, 2019

Great!

创建者 Shreyas

Mar 28, 2019

A Basic Introduction to Function Graphs and Probability. To ace data science interview (Math part), I feel the content is not enough.

创建者 Mai V X

Feb 06, 2019

It's very good to learn this course, so amazing.

创建者 Kevin L

Jan 23, 2019

Some quiz answer UI mistakes. Doesn't display the correct answer.

创建者 robin

Feb 19, 2019

The probability part is worth learning。

创建者 王婷婷

Feb 19, 2019

exactly what I need. not too hard, not too hot~

创建者 Harry M

Dec 29, 2018

Thanks a lot! It's a huge important course, really... Thanks. Because I want to become a data scientist, so thanks, again.