Hulten, Geoff
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
Keywords: Computer Science, Computing Methodologies, Big Data
- Author(s)
- Hulten, Geoff
- Publisher
- Springer
- Publication year
- 2018
- Language
- en
- Edition
- 1
- Page amount
- 26 pages
- Category
- Information Technology, Telecommunications
- Format
- Ebook
- eISBN (PDF)
- 9781484234327
- Printed ISBN
- 978-1-4842-3431-0