课程信息
85,933 次近期查看

Learner Career Outcomes

41%

完成这些课程后已开始新的职业生涯

34%

通过此课程获得实实在在的工作福利

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

初级

完成时间大约为15 小时

建议:Four weeks, 3-5 hours per week....

英语(English)

字幕:英语(English)

您将获得的技能

Bayes' TheoremBayesian ProbabilityProbabilityProbability Theory

Learner Career Outcomes

41%

完成这些课程后已开始新的职业生涯

34%

通过此课程获得实实在在的工作福利

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

初级

完成时间大约为15 小时

建议:Four weeks, 3-5 hours per week....

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 18 分钟

Welcome to Data Science Math Skills

1 个视频 (总计 3 分钟), 2 个阅读材料
2 个阅读材料
Course Information5分钟
Weekly feedback surveys10分钟
完成时间为 4 小时

Building Blocks for Problem Solving

10 个视频 (总计 93 分钟), 4 个阅读材料, 4 个测验
10 个视频
Sets - Medical Testing Example11分钟
Sets - Venn Diagrams7分钟
Numbers - The Real Number Line9分钟
Numbers - Less-than and Greater-than6分钟
Numbers - Algebra With Inequalities10分钟
Numbers - Intervals and Interval Notation7分钟
Sigma Notation - Introduction to Summation9分钟
Sigma Notation - Simplification Rules7分钟
Sigma Notation - Mean and Variance12分钟
4 个阅读材料
A note about the video lectures in this lesson3分钟
A note about the video lectures in this lesson10分钟
A note about the video lectures in this lesson10分钟
Feedback10分钟
4 个练习
Practice quiz on Sets15分钟
Practice quiz on the Number Line, including Inequalities25分钟
Practice quiz on Simplification Rules and Sigma Notation20分钟
Graded quiz on Sets, Number Line, Inequalities, Simplification, and Sigma Notation35分钟
2
完成时间为 3 小时

Functions and Graphs

8 个视频 (总计 72 分钟), 3 个阅读材料, 3 个测验
8 个视频
Cartesian Plane - Distance Formula10分钟
Cartesian Plane - Point-Slope Formula for Lines8分钟
Cartesian Plane: Slope-Intercept Formula for Lines7分钟
Functions - Mapping from Sets to Sets7分钟
Functions - Graphing in the Cartesian Plane11分钟
Functions - Increasing and Decreasing Functions10分钟
Functions - Composition and Inverse10分钟
3 个阅读材料
A note about the video lectures in this lesson3分钟
A note about the video lectures in this lesson3分钟
Feedback10分钟
3 个练习
Practice quiz on the Cartesian Plane15分钟
Practice quiz on Types of Functions20分钟
Graded quiz on Cartesian Plane and Types of Function40分钟
3
完成时间为 3 小时

Measuring Rates of Change

7 个视频 (总计 66 分钟), 3 个阅读材料, 3 个测验
7 个视频
Tangent Lines - The Derivative Function9分钟
Using Integer Exponents7分钟
Simplification Rules for Algebra using Exponents11分钟
How Logarithms and Exponents are Related12分钟
The Change of Base Formula4分钟
The Rate of Growth of Continuous Processes11分钟
3 个阅读材料
A note about the video lectures in this lesson10分钟
A note about the video lectures in this lesson3分钟
Feedback10分钟
3 个练习
Practice quiz onTangent Lines to Functions10分钟
Practice quiz on Exponents and Logarithms40分钟
Graded quiz on Tangent Lines to Functions, Exponents and Logarithms45分钟
4
完成时间为 3 小时

Introduction to Probability Theory

8 个视频 (总计 66 分钟), 4 个阅读材料, 4 个测验
8 个视频
Joint Probabilities6分钟
Permutations and Combinations12分钟
Using Factorial and “M choose N”6分钟
The Sum Rule, Conditional Probability, and the Product Rule8分钟
Bayes’ Theorem (Part 1)10分钟
Bayes’ Theorem (Part 2)5分钟
The Binomial Theorem and Bayes Theorem8分钟
4 个阅读材料
A note about the video lectures in this lesson3分钟
A note about the video lectures in this lesson3分钟
A note about the video lectures in this lesson3分钟
Feedback10分钟
4 个练习
Practice quiz on Probability Concepts25分钟
Practice quiz on Problem Solving25分钟
Practice quiz on Bayes Theorem and the Binomial Theorem25分钟
Probability (basic and Intermediate) Graded Quiz50分钟
4.5
480 条评论Chevron Right

来自Data Science Math Skills的热门评论

创建者 ASJan 12th 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)

创建者 PSJul 23rd 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.

讲师

Avatar

Daniel Egger

Executive in Residence and Director, Center for Quantitative Modeling
Pratt School of Engineering, Duke University
Avatar

Paul Bendich

Assistant research professor of Mathematics; Associate Director for Curricular Engagement at the Information Initiative at Duke
Mathematics

关于 杜克大学

Duke University has about 13,000 undergraduate and graduate students and a world-class faculty helping to expand the frontiers of knowledge. The university has a strong commitment to applying knowledge in service to society, both near its North Carolina campus and around the world....

常见问题

  • 注册以便获得证书后,您将有权访问所有视频、测验和编程作业(如果适用)。只有在您的班次开课之后,才可以提交和审阅同学互评作业。如果您选择在不购买的情况下浏览课程,可能无法访问某些作业。

  • 您购买证书后,将有权访问所有课程材料,包括评分作业。完成课程后,您的电子课程证书将添加到您的成就页中,您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容,可以免费旁听课程。

  • No. Completion of a Coursera course does not earn you academic credit from Duke; therefore, Duke is not able to provide you with a university transcript. However, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

还有其他问题吗?请访问 学生帮助中心