Module 1: The Map
Start Here: What Is Your Research Question?
Learning Objectives
- Survey the innovation data landscape
- Understand supervised vs unsupervised learning as two investigation strategies
- Learn the ML investigation protocol for researchers
- Choose which features to examine
- Explore the case file: 500 innovation projects
Topics
| Topic | Type |
|---|---|
| Decision Tree Navigator | Opening |
| The Innovation Paradox | Hook |
| Why ML for Innovation Research? | Lecture |
| The Innovation Data Explosion | Lecture |
| Questions the Map Can Answer | Lecture |
| Two Investigation Strategies | Lecture |
| The Investigation Protocol | Lecture |
| Choosing Which Features Matter | Lecture |
| The Case File: 500 Projects | Lecture |
| Data Exploration | Live Demo |
| Map Check: Where Are We? | Discussion |