Building Intelligent Systems

Part I. Approaching an Intelligent Systems Project

1. Introducing Intelligent Systems
Geoff Hulten

2. Knowing When to Use Intelligent Systems
Geoff Hulten

3. A Brief Refresher on Working with Data
Geoff Hulten

4. Defining the Intelligent System’s Goals
Geoff Hulten

Part II. Intelligent Experiences

5. The Components of Intelligent Experiences
Geoff Hulten

6. Why Creating Intelligent Experiences Is Hard
Geoff Hulten

7. Balancing Intelligent Experiences
Geoff Hulten

8. Modes of Intelligent Interaction
Geoff Hulten

9. Getting Data from Experience
Geoff Hulten

10. Verifying Intelligent Experiences
Geoff Hulten

Part III. Implementing Intelligence

11. The Components of an Intelligence Implementation
Geoff Hulten

12. The Intelligence Runtime
Geoff Hulten

13. Where Intelligence Lives
Geoff Hulten

14. Intelligence Management
Geoff Hulten

15. Intelligent Telemetry
Geoff Hulten

Part IV. Creating Intelligence

16. Overview of Intelligence
Geoff Hulten

17. Representing Intelligence
Geoff Hulten

18. The Intelligence Creation Process
Geoff Hulten

19. Evaluating Intelligence
Geoff Hulten

20. Machine Learning Intelligence
Geoff Hulten

21. Organizing Intelligence
Geoff Hulten

Part V. Orchestrating Intelligent Systems

22. Overview of Intelligence Orchestration
Geoff Hulten

23. The Intelligence Orchestration Environment
Geoff Hulten

24. Dealing with Mistakes
Geoff Hulten

25. Adversaries and Abuse
Geoff Hulten

26. Approaching Your Own Intelligent System
Geoff Hulten

Nyckelord: Computer Science, Computing Methodologies, Big Data