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Data AnalysisSimulationBusiness AnalyticsMathematical Optimization
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강의 계획 - 이 강좌에서 배울 내용

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1

1

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Data Exploration and Reduction — Cluster Analysis

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7개 동영상 (총 53분), 1 개의 읽기 자료, 2 개의 테스트
7개의 동영상
0. What is Cluster Analysis7m
1. Data Reduction and Unsupervised Learning7m
2. Preparing Data and Measuring Dissimilarities8m
3. Hierarchical and k-Means Clustering7m
4. Cluster Analysis with Excel8m
5. Cluster Analysis with XLMiner9m
1개의 읽기 자료
Register for Analytic Solver Platform for Education (ASPE)10m
2개 연습문제
Week 1 Quiz16m
Week 1 Application Assignment - Clustering30m
2

2

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Dealing with Uncertainty and Analyzing Risk

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7개 동영상 (총 52분)
7개의 동영상
1. Adding Uncertainty to a Spreadsheet Model9m
2. Defining Output Variables and Analyzing the Results7m
3. Using Historical Data to Model Uncertainty7m
4. Models with Correlated Uncertain Variables5m
5. Creating and Interpreting Charts8m
6. Using Average Values versus Simulation5m
2개 연습문제
Week 2 Quiz30m
Week 2 Application Assignment - Monte Carlo Simulation30m
3

3

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Identifying the Best Options — Optimization

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7개 동영상 (총 54분)
7개의 동영상
1. Formulating an Optimization Problem7m
2. Developing a Spreadsheet Model7m
3. Adding Optimization to a Spreadsheet Model5m
4. What-if Analysis and the Sensitivity Report9m
5. Evaluating Scenarios and Visualizing Results to Gain Practical Insights9m
6. Digital Marketing Application of Optimization8m
2개 연습문제
Week 3 Quiz24m
Week 3 Application Assignment - Linear Optimization45m
4

4

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Decision Analytics

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6개 동영상 (총 39분)
6개의 동영상
1. Business Problems with Yes/No Decisions5m
2. Formulation and Solution of Binary Optimization Problems7m
3. Metaheuristic Optimization8m
4. Chance Constraints and Value At Risk6m
5. Simulation Optimization6m
2개 연습문제
Week 4 Quiz30m
Week 4 Application Assignment - Simulation Optimization45m

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BUSINESS ANALYTICS FOR DECISION MAKING의 최상위 리뷰

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Advanced Business Analytics 특화 과정 정보

The Advanced Business Analytics Specialization brings together academic professionals and experienced practitioners to share real world data analytics skills you can use to grow your business, increase profits, and create maximum value for your shareholders. Learners gain practical skills in extracting and manipulating data using SQL code, executing statistical methods for descriptive, predictive, and prescriptive analysis, and effectively interpreting and presenting analytic results. The problems faced by decision makers in today’s competitive business environment are complex. Achieve a clear competitive advantage by using data to explain the performance of a business, evaluate different courses of action, and employ a structured approach to business problem-solving. Check out a one-minute video about this specialization to learn more!...
Advanced Business Analytics

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