AI & Models for Decision
Decision Framework
The objective of this program is to understand ML/AI, what it’s good for & not. And learn how to make decisions based on insights from ML/AI & models.
Paradigm Shift
- What’s in it for me: The AI elephants in the room
- Working with Analytics-Makers: Analysts, knowledge workers, citizen data scientists & data scientists
- Toward a culture of Analytics-Driven Decisions-Making
Models Everywhere
- Remembering how your brain works
- Many Models: Descriptive Analytics, Statistical, Machine Learning, Deep Learning, Causal Inference,…Â
- Decision-Making with models
AI/ML with LEGO
- An introduction to AI/ML or how to build a curve with LEGO blocks
- About fitting, drifting & the many challenges of ML
- Looking forward: Causal inference, Network/Graph AI, Simulation & Quantum Computing
Collective Intelligence
- The power of people network: Diversity Prediction Theorem
- Solving for complexity, biases & noises: Many heads, many perspectives, many solutions
- Collective decision-making