課程信息
38,086 次近期查看

第 2 門課程(共 5 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

完成時間大約為12 小時

建議:4 weeks of study, 2-3 hours/week...

英語(English)

字幕:英語(English), 中文(簡體)

您將獲得的技能

SimulationMathematical OptimizationSolverDecision Tree

第 2 門課程(共 5 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

完成時間大約為12 小時

建議:4 weeks of study, 2-3 hours/week...

英語(English)

字幕:英語(English), 中文(簡體)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 3 小時

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.

...
5 個視頻 (總計 145 分鐘), 1 個閱讀材料, 1 個測驗
5 個視頻
Trends, Seasonality47分鐘
Week 1 Wrap-up, Apparel Industry14分鐘
1 個閱讀材料
Excel Files, Slides and Practice Problems10分鐘
1 個練習
Newsvendor and Forecasting Quiz20分鐘
2
完成時間為 2 小時

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.

...
6 個視頻 (總計 96 分鐘), 1 個閱讀材料, 1 個測驗
6 個視頻
(Optional) Week 2 Review20分鐘
(Optional) Solver on Mac3分鐘
(Optional) Solver in Google Sheets4分鐘
1 個閱讀材料
Excel Files, Slides, and Practice Problems10分鐘
1 個練習
Decisions with Low Uncertainty Quiz20分鐘
3
完成時間為 2 小時

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.

...
4 個視頻 (總計 85 分鐘), 1 個閱讀材料, 1 個測驗
1 個閱讀材料
Excel file, Slides, Practice Problems10分鐘
1 個練習
Risk and Evaluation Quiz20分鐘
4
完成時間為 3 小時

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.

...
6 個視頻 (總計 133 分鐘), 1 個閱讀材料, 1 個測驗
6 個視頻
Week 4 Wrap-up15分鐘
(Optional) Session 4 Review21分鐘
(Optional) Advanced Session on Optimization28分鐘
1 個閱讀材料
Excel files, Slides, and Practice Problems10分鐘
1 個練習
Decision Tree Analysis Quiz20分鐘
4.7
584 個審閱Chevron Right

43%

完成這些課程後已開始新的職業生涯

48%

通過此課程獲得實實在在的工作福利

19%

加薪或升職

來自运营分析的熱門評論

創建者 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.

創建者 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.

講師

Avatar

Senthil Veeraraghavan

Associate Professor of Operations, Information and Decisions
The Wharton School
Avatar

Sergei Savin

Associate Professor of Operations, Information and Decisions
The Wharton School
Avatar

Noah Gans

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

關於 宾夕法尼亚大学

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. ...

關於 商业分析 專項課程

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....
商业分析

常見問題

  • 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。

  • 您注册课程后,将有权访问专项课程中的所有课程,并且会在完成课程后获得证书。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。

還有其他問題嗎?請訪問 學生幫助中心