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WIZAPE
Apprentice Mode
10 Modules / ~100 pages
Wizard Mode
~25 Modules / ~400 pages

Decision Science in Complex Systems
( 24 Modules )

Module #1
Introduction to Decision Science
Overview of the field of decision science, its importance, and applications in complex systems
Module #2
Complex Systems:Definition and Characteristics
Understanding the concept of complex systems, their properties, and examples
Module #3
Decision-Making in Complex Systems
Challenges and opportunities of decision-making in complex systems
Module #4
Decision Analysis:Fundamentals
Introduction to decision analysis, decision trees, and influence diagrams
Module #5
Probability and Uncertainty
Understanding probability theory, uncertainty, and their role in decision-making
Module #6
Decision Theory:Utility and Value
Introduction to decision theory, utility functions, and value-driven decision-making
Module #7
Game Theory and Strategic Decision-Making
Applying game theory to complex systems, strategic decision-making, and Nash equilibria
Module #8
Systems Thinking and Dynamic Modeling
Introduction to systems thinking, dynamic modeling, and system dynamics
Module #9
Causal Inference and Intervention
Understanding causal relationships, causal inference, and intervention in complex systems
Module #10
Data-Driven Decision-Making
Using data analytics and machine learning for decision-making in complex systems
Module #11
Simulation and Modeling
Using simulation and modeling to support decision-making in complex systems
Module #12
Sensitivity Analysis and Uncertainty Quantification
Conducting sensitivity analysis and uncertainty quantification in complex systems
Module #13
Decision-Making under Uncertainty
Strategies for decision-making under uncertainty in complex systems
Module #14
Multi-Criteria Decision Analysis
Using multi-criteria decision analysis for decision-making in complex systems
Module #15
Group Decision-Making and Collaboration
Facilitating group decision-making and collaboration in complex systems
Module #16
Decision Science in Practice
Real-world applications and case studies of decision science in complex systems
Module #17
Ethics and Fairness in Decision-Making
Considering ethics and fairness in decision-making in complex systems
Module #18
Communication and Visualization
Effective communication and visualization of decision science results in complex systems
Module #19
Policy and Regulatory Decision-Making
Decision science in policy and regulatory decision-making in complex systems
Module #20
International and Global Decision-Making
Decision science in international and global decision-making in complex systems
Module #21
Decision Science and Digital Transformation
The role of decision science in digital transformation and complex systems
Module #22
Decision Science and Artificial Intelligence
The intersection of decision science and artificial intelligence in complex systems
Module #23
Capstone Project:Applying Decision Science
Applying decision science concepts to a real-world complex system
Module #24
Course Wrap-Up & Conclusion
Planning next steps in Decision Science in Complex Systems career


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