Home Page Icon
Home Page
Table of Contents for
End User License Agreement
Close
End User License Agreement
by Jason L. Anderson, Jeffrey L. Coveyduc
Artificial Intelligence for Business
Cover
Preface
Acknowledgments
CHAPTER 1: Introduction
Case Study #1: FANUC Corporation
Case Study #2: H&R Block
Case Study #3: BlackRock, Inc.
How to Get Started
The Road Ahead
Notes
CHAPTER 2: Ideation
An Artificial Intelligence Primer
Becoming an Innovation-Focused Organization
Idea Bank
Business Process Mapping
Flowcharts, SOPs, and You
Information Flows
Coming Up with Ideas
Value Analysis
Sorting and Filtering
Ranking, Categorizing, and Classifying
Reviewing the Idea Bank
Brainstorming and Chance Encounters
AI Limitations
Pitfalls
Action Checklist
Notes
CHAPTER 3: Defining the Project
The What, Why, and How of a Project Plan
The Components of a Project Plan
Approaches to Break Down a Project
Project Measurability
Balanced Scorecard
Building an AI Project Plan
Pitfalls
Action Checklist
CHAPTER 4: Data Curation and Governance
Data Collection
Leveraging the Power of Existing Systems
The Role of a Data Scientist
Feedback Loops
Making Data Accessible
Data Governance
Are You Data Ready?
Pitfalls
Action Checklist
Notes
CHAPTER 5: Prototyping
Is There an Existing Solution?
Employing vs. Contracting Talent
Scrum Overview
User Story Prioritization
The Development Feedback Loop
Designing the Prototype
Technology Selection
Cloud APIs and Microservices
Internal APIs
Pitfalls
Action Checklist
Notes
CHAPTER 6: Production
Reusing the Prototype vs. Starting from a Clean Slate
Continuous Integration
Automated Testing
Ensuring a Robust AI System
Human Intervention in AI Systems
Ensure Prototype Technology Scales
Cloud Deployment Paradigms
Cloud API's SLA
Continuing the Feedback Loop
Pitfalls
Action Checklist
Notes
CHAPTER 7: Thriving with an AI Lifecycle
Incorporate User Feedback
AI Systems Learn
New Technology
Quantifying Model Performance
Updating and Reviewing the Idea Bank
Knowledge Base
Building a Model Library
Contributing to Open Source
Data Improvements
With Great Power Comes Responsibility
Pitfalls
Action Checklist
Notes
CHAPTER 8: Conclusion
The Intelligent Business Model
The Recap
So What Are You Waiting For?
APPENDIX A: AI Experts
AI Experts
Chris Ackerson
Jeff Bradford
Nathan S. Robinson
Evelyn Duesterwald
Jill Nephew
Rahul Akolkar
Steven Flores
APPENDIX B: Roadmap Action Checklists
Step 1: Ideation
Step 2: Defining the Project
Step 3: Data Curation and Governance
Step 4: Prototyping
Step 5: Production
Thriving with an AI Lifecycle
APPENDIX C: Pitfalls to Avoid
Step 1: Ideation
Step 2: Defining the Project
Step 3: Data Curation and Governance
Step 4: Prototyping
Step 5: Production
Thriving with an AI Lifecycle
Index
End User License Agreement
Search in book...
Toggle Font Controls
Playlists
Add To
Create new playlist
Name your new playlist
Playlist description (optional)
Cancel
Create playlist
Sign In
Email address
Password
Forgot Password?
Create account
Login
or
Continue with Facebook
Continue with Google
Sign Up
Full Name
Email address
Confirm Email Address
Password
Login
Create account
or
Continue with Facebook
Continue with Google
Prev
Previous Chapter
Index
]>
WILEY END USER LICENSE AGREEMENT
WILEY END USER LICENSE AGREEMENT
Go to
www.wiley.com/go/eula
to access Wiley’s ebook EULA.
Add Highlight
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click
here
login for view all page.
Day Mode
Cloud Mode
Night Mode
Reset