Description
In Class & Live, Online Training(Introduction to Decision Analysis)
You will learn:
- Identify and mitigate psychological bias
- Explore complexity Problem network analysis and simulation
- Discover causality
- Use multi-criteria decision analysis to evaluate alternatives
- Reap benefits in the decision-making process and avoid team traps
- Build your decision analysis project
- Use predictions to look to the future
- Understand and explain uncertainty
- Use game theory to develop strategies against competition
Who Should Participate:
- Participants must be familiar with Microsoft Excel and be able to understand basic math concepts.
- Business analysts, strategic analysts, Project managers, who are data scientists are all people in formal roles that would clearly benefit from this course.
- Anyone involved in the decision making process! Includes people who seek to make important personal decisions.
Topics Covered:
- Definition and categorization
- Thinking probabilistically
- Expected value
- Visualising uncertainty
- Utility curves
- Psychological biases
- What makes a good decision?
- History of decision analysis
- Problem solving
- Creative thinking
- Data science vs decision analysis
- Bulletproof Problem Solving
- OODA loop
- Conducting research
- Correlation
- Regression
- Monte Carlo methods
- Time series
- Expert judgement
- Prediction markets
- Scenario planning
- Forced ranking
- Decision matrices
- Multi-criteria decision analysis Decision trees
- Feedback loops
- Influence diagrams
- System dynamics
- Strategy mapping
- Stakeholder analysis
- Game theory
- Confrontation analysis
Frequently asked questions:
Can I take this course online? Yes
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