The AI Cube:
Can We Use AI in Pharma Pricing and Forecasting?
By Gary Johnson and Sam Johnson
List of contents:
- Introduction: The AI Cube
- Chapter 1: A background on AI
- Chapter 2: Understanding some machine learning techniques
- Chapter 3: Overfitting: The bain of machine learning
- Chapter 4: Machine learning and small data in the M competitions
- Chapter 5: Machine learning with big (but noisy and incomplete) data
- Chapter 6: Causal modeling and machine learning
- Chapter 7: Immunizing ourselves against the hype of AI
- Chapter 8: The magic of deep neural networks and ChatGPT
- Chapter 9: ChatGPT. Beautiful and tragic
- Chapter 10: Is artificial general intelligence (AGI) coming?
- Chapter 11: Wicked problems: When others zig, you zag
- Chapter 12: Conclusions and the five Cs
- References
