课程信息
4.7
2,652 个评分
512 个审阅
专项课程

第 2 门课程(共 5 门)

100% 在线

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

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为12 小时

建议:4 weeks of study, 2-3 hours/week...
可选语言

英语(English)

字幕:英语(English), 中文(简体)

您将获得的技能

SimulationMathematical OptimizationSolverDecision Tree
专项课程

第 2 门课程(共 5 门)

100% 在线

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

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为12 小时

建议:4 weeks of study, 2-3 hours/week...
可选语言

英语(English)

字幕:英语(English), 中文(简体)

教学大纲 - 您将从这门课程中学到什么

1
完成时间(小时)
完成时间为 3 小时

Introduction, Descriptive and Predictive Analytics

In this module you’ll be introduced to the Newsvendor problem, a fundamental operations problem of matching supply with demand in uncertain settings. You'll also cover the foundations of descriptive analytics for operations, learning how to use historical demand data to build forecasts for future demand. Over the week, you’ll be introduced to underlying analytic concepts, such as random variables, descriptive statistics, common forecasting tools, and measures for judging the quality of your forecasts....
Reading
5 个视频 (总计 145 分钟), 1 个阅读材料, 1 个测验
Video5 个视频
The Newsvendor Problem39分钟
Moving Averages41分钟
Trends, Seasonality47分钟
Week 1 Wrap-up, Apparel Industry14分钟
Reading1 个阅读材料
Excel Files, Slides and Practice Problems10分钟
Quiz1 个练习
Newsvendor and Forecasting Quiz20分钟
2
完成时间(小时)
完成时间为 2 小时

Prescriptive Analytics, Low Uncertainty

In this module, you'll learn how to identify the best decisions in settings with low uncertainty by building optimization models and applying them to specific business challenges. During the week, you’ll use algebraic formulations to concisely express optimization problems, look at how algebraic models should be converted into a spreadsheet format, and learn how to use spreadsheet Solvers as tools for identifying the best course of action. ...
Reading
6 个视频 (总计 96 分钟), 1 个阅读材料, 1 个测验
Video6 个视频
Optimizing with Solver31分钟
Network Optimization Example20分钟
(Optional) Week 2 Review20分钟
(Optional) Solver on Mac3分钟
(Optional) Solver in Google Sheets4分钟
Reading1 个阅读材料
Excel Files, Slides, and Practice Problems10分钟
Quiz1 个练习
Decisions with Low Uncertainty Quiz20分钟
3
完成时间(小时)
完成时间为 2 小时

Predictive Analytics, Risk

How can you evaluate and compare decisions when their impact is uncertain? In this module you will learn how to build and interpret simulation models that can help you to evaluate complex business decisions in uncertain settings. During the week, you will be introduced to some common measures of risk and reward, you’ll use simulation to estimate these quantities, and you’ll learn how to interpret and visualize your simulation results....
Reading
4 个视频 (总计 85 分钟), 1 个阅读材料, 1 个测验
Video4 个视频
Simulating Uncertain Outcomes in Excel24分钟
Interpreting and Visualizing Simulation Output31分钟
(Optional) Week 3 Review15分钟
Reading1 个阅读材料
Excel file, Slides, Practice Problems10分钟
Quiz1 个练习
Risk and Evaluation Quiz20分钟
4
完成时间(小时)
完成时间为 3 小时

Prescriptive Analytics, High Uncertainty

This module introduces decision trees, a useful tool for evaluating decisions made under uncertainty. Using a concrete example, you'll learn how optimization, simulation, and decision trees can be used together to solve more complex business problems with high degrees of uncertainty. You'll also discover how the Newsvendor problem introduced in Week 1 can be solved with the simulation and optimization framework introduced in Weeks 2 and 3....
Reading
6 个视频 (总计 133 分钟), 1 个阅读材料, 1 个测验
Video6 个视频
Using Simulation with Decision Trees25分钟
Using Optimization Together with Simulation16分钟
Week 4 Wrap-up15分钟
(Optional) Session 4 Review21分钟
(Optional) Advanced Session on Optimization28分钟
Reading1 个阅读材料
Excel files, Slides, and Practice Problems10分钟
Quiz1 个练习
Decision Tree Analysis Quiz20分钟
4.7
512 个审阅Chevron Right
职业方向

25%

完成这些课程后已开始新的职业生涯
工作福利

35%

通过此课程获得实实在在的工作福利

热门审阅

创建者 JHAug 12th 2016

This module is really good for those of us who need to plan strategically ahead. It helps answer a lot of questions that business leaders will grapple with as they try to look ahead in the business.

创建者 SGFeb 21st 2016

This course was a definite improvement from the Customer Analytics course. All three instructors were on point. A special mention for you Sergei. Your portions were the most fun to explore. Thanks.

讲师

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Senthil Veeraraghavan

Associate Professor of Operations, Information and Decisions
The Wharton School
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Sergei Savin

Associate Professor of Operations, Information and Decisions
The Wharton School
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Noah Gans

Anheuser-Busch Professor of Management Science, Professor of Operations, Information and Decisions
The Wharton School

关于 University of Pennsylvania

The University of Pennsylvania (commonly referred to as Penn) is a private university, located in Philadelphia, Pennsylvania, United States. A member of the Ivy League, Penn is the fourth-oldest institution of higher education in the United States, and considers itself to be the first university in the United States with both undergraduate and graduate studies. ...

关于 Business Analytics 专项课程

This Specialization provides an introduction to big data analytics for all business professionals, including those with no prior analytics experience. You’ll learn how data analysts describe, predict, and inform business decisions in the specific areas of marketing, human resources, finance, and operations, and you’ll develop basic data literacy and an analytic mindset that will help you make strategic decisions based on data. In the final Capstone Project, you’ll apply your skills to interpret a real-world data set and make appropriate business strategy recommendations....
Business Analytics

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