About this Course
34,684

다음의 2/5개 강좌

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 12시간 필요

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

영어

자막: 영어, 중국어 (간체자)

귀하가 습득할 기술

SimulationMathematical OptimizationSolverDecision Tree

다음의 2/5개 강좌

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 12시간 필요

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

영어

자막: 영어, 중국어 (간체자)

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 3시간 필요

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 videos (Total 145 min), 1 reading, 1 quiz
5개의 동영상
The Newsvendor Problem39m
Moving Averages41m
Trends, Seasonality47m
Week 1 Wrap-up, Apparel Industry14m
1개의 읽기 자료
Excel Files, Slides and Practice Problems10m
1개 연습문제
Newsvendor and Forecasting Quiz20m
2
완료하는 데 2시간 필요

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 videos (Total 96 min), 1 reading, 1 quiz
6개의 동영상
Optimizing with Solver31m
Network Optimization Example20m
(Optional) Week 2 Review20m
(Optional) Solver on Mac3m
(Optional) Solver in Google Sheets4m
1개의 읽기 자료
Excel Files, Slides, and Practice Problems10m
1개 연습문제
Decisions with Low Uncertainty Quiz20m
3
완료하는 데 2시간 필요

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 videos (Total 85 min), 1 reading, 1 quiz
4개의 동영상
Simulating Uncertain Outcomes in Excel24m
Interpreting and Visualizing Simulation Output31m
(Optional) Week 3 Review15m
1개의 읽기 자료
Excel file, Slides, Practice Problems10m
1개 연습문제
Risk and Evaluation Quiz20m
4
완료하는 데 3시간 필요

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 videos (Total 133 min), 1 reading, 1 quiz
6개의 동영상
Using Simulation with Decision Trees25m
Using Optimization Together with Simulation16m
Week 4 Wrap-up15m
(Optional) Session 4 Review21m
(Optional) Advanced Session on Optimization28m
1개의 읽기 자료
Excel files, Slides, and Practice Problems10m
1개 연습문제
Decision Tree Analysis Quiz20m
4.7
576개의 리뷰Chevron Right

38%

이 강좌를 수료한 후 새로운 경력 시작하기

46%

이 강좌를 통해 확실한 경력상 이점 얻기

16%

급여 인상 또는 승진하기

최상위 리뷰

대학: 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.

대학: 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.

강사

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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

펜실베이니아 대학교 정보

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. ...

비즈니스 분석 전문 분야 정보

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....
비즈니스 분석

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 강좌를 등록하면 전문 분야의 모든 강좌에 접근할 수 있고 강좌를 완료하면 수료증을 취득할 수 있습니다. 전자 수료증이 성취도 페이지에 추가되며 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 내용만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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