1. Introducing Adaptive Inventories; 2. Introduction to CAT for Binary Outcomes; 3. Exploring Your Options: Alternative CAT Algorithms; 4. CAT for Polytomous Outcomes; 5. Evaluating Adaptive Inventories; 6. Tools and Tricks for Applied Researchers; 7. Implications and Future Directions