In this course you will learn how to create models for decision making. We will start with cluster analysis, a technique for data reduction that is very useful in market segmentation. You will then learn the basics of Monte Carlo simulation that will help you model the uncertainty that is prevalent in many business decisions. A key element of decision making is to identify the best course of action. Since businesses problems often have too many alternative solutions, you will learn how optimization can help you identify the best option. What is really exciting about this course is that you won’t need to know a computer language or advanced statistics to learn about these predictive and prescriptive analytic models. The Analytic Solver Platform and basic knowledge of Excel is all you’ll need. Learners participating in assignments will be able to get free access to the Analytic Solver Platform.
이 강좌는 Advanced Business Analytics 전문 분야의 일부입니다.
Business Analytics for Decision Making
제공자:
- User Experience Researchers
- Marketing Analysts
- Business Analysts
- Data Analysts
- Operations Analysts
귀하가 습득할 기술
강의 계획 - 이 강좌에서 배울 내용
Data Exploration and Reduction — Cluster Analysis
Dealing with Uncertainty and Analyzing Risk
Identifying the Best Options — Optimization
At the end of this module students should be able to: 1. Develop a spreadsheet model for an optimization problem 2. Use Excel to solve optimization models 3. Interpret solutions and conduct what-if analysis
Decision Analytics
At the end of this module students should be able to: 1. Given a business situation, apply an appropriate technique to identify the best solution alternatives 2. Formulate and solve models for business problems that requires yes/no decisions and logical constraints 3. Create models that mix techniques and tools such as simulation and optimizationAnalyze and interpret results to make informed decisions
Business Analytics for Decision Making의 최상위 리뷰
The instructor is great. However, I would like to know the solutions for the exam. I sometimes pass the exam but struggle with certain questions but had no clue how to resolve it.
Very interesting subject with a good instructor. I'd like to be able to cover the content in more detail, but it was a good introduction to optimization theory.
강사
Manuel Laguna
Professor콜로라도 대학교 볼더 캠퍼스 정보
Advanced Business Analytics 전문 분야 정보
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