Über diesen Kurs

260,691 kürzliche Aufrufe
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100 % online
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Ca. 8 Stunden zum Abschließen
Englisch
Untertitel: Englisch, Koreanisch, Arabischer Raum

Kompetenzen, die Sie erwerben

Data AnalysisSimulationBusiness AnalyticsMathematical Optimization
Zertifikat zur Vorlage
Erhalten Sie nach Abschluss ein Zertifikat
100 % online
Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.
Flexible Fristen
Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.
Ca. 8 Stunden zum Abschließen
Englisch
Untertitel: Englisch, Koreanisch, Arabischer Raum

Dozent

von

University of Colorado Boulder-Logo

University of Colorado Boulder

Lehrplan - Was Sie in diesem Kurs lernen werden

InhaltsbewertungThumbs Up95%(1,424 Bewertungen)Info
Woche
1

Woche 1

2 Stunden zum Abschließen

Data Exploration and Reduction — Cluster Analysis

2 Stunden zum Abschließen
7 Videos (Gesamt 53 min), 1 Lektüre, 2 Quiz
7 Videos
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
1 Lektüre
Register for Analytic Solver Platform for Education (ASPE)10m
2 praktische Übungen
Week 1 Quiz16m
Week 1 Application Assignment - Clustering30m
Woche
2

Woche 2

2 Stunden zum Abschließen

Dealing with Uncertainty and Analyzing Risk

2 Stunden zum Abschließen
7 Videos (Gesamt 52 min)
7 Videos
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
2 praktische Übungen
Week 2 Quiz30m
Week 2 Application Assignment - Monte Carlo Simulation30m
Woche
3

Woche 3

2 Stunden zum Abschließen

Identifying the Best Options — Optimization

2 Stunden zum Abschließen
7 Videos (Gesamt 54 min)
7 Videos
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
2 praktische Übungen
Week 3 Quiz24m
Week 3 Application Assignment - Linear Optimization45m
Woche
4

Woche 4

2 Stunden zum Abschließen

Decision Analytics

2 Stunden zum Abschließen
6 Videos (Gesamt 39 min)
6 Videos
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
2 praktische Übungen
Week 4 Quiz30m
Week 4 Application Assignment - Simulation Optimization45m

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Über den Spezialisierung Advanced Business Analytics

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

Häufig gestellte Fragen

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