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Index
Cover
Title Page
Table of Contents
Introduction
About This Book
Icons Used in This Book
Beyond the Book
Where to Go from Here
Part 1: Introducing AI
Chapter 1: Introducing AI
Defining the Term AI
Understanding the History of AI
Considering AI Uses
Avoiding AI Hype
Connecting AI to the Underlying Computer
Chapter 2: Defining the Role of Data
Finding Data Ubiquitous in This Age
Using Data Successfully
Manicuring the Data
Considering the Five Mistruths in Data
Defining the Limits of Data Acquisition
Chapter 3: Considering the Use of Algorithms
Understanding the Role of Algorithms
Discovering the Learning Machine
Chapter 4: Pioneering Specialized Hardware
Relying on Standard Hardware
Using GPUs
Creating a Specialized Processing Environment
Increasing Hardware Capabilities
Adding Specialized Sensors
Devising Methods to Interact with the Environment
Part 2: Considering the Uses of AI in Society
Chapter 5: Seeing AI Uses in Computer Applications
Introducing Common Application Types
Seeing How AI Makes Applications Friendlier
Performing Corrections Automatically
Making Suggestions
Considering AI-based Errors
Chapter 6: Automating Common Processes
Developing Solutions for Boredom
Working in Industrial Settings
Creating a Safe Environment
Chapter 7: Using AI to Address Medical Needs
Implementing Portable Patient Monitoring
Making Humans More Capable
Addressing Special Needs
Completing Analysis in New Ways
Devising New Surgical Techniques
Performing Tasks Using Automation
Combining Robots and Medical Professionals
Chapter 8: Relying on AI to Improve Human Interaction
Developing New Ways to Communicate
Exchanging Ideas
Using Multimedia
Embellishing Human Sensory Perception
Part 3: Working with Software-Based AI Applications
Chapter 9: Performing Data Analysis for AI
Defining Data Analysis
Defining Machine Learning
Considering How to Learn from Data
Chapter 10: Employing Machine Learning in AI
Taking Many Different Roads to Learning
Exploring the Truth in Probabilities
Growing Trees that Can Classify
Chapter 11: Improving AI with Deep Learning
Shaping Neural Networks Similar to the Human Brain
Mimicking the Learning Brain
Introducing Deep Learning
Detecting Edges and Shapes from Images
Learning to Imitate Art and Life
Part 4: Working with AI in Hardware Applications
Chapter 12: Developing Robots
Defining Robot Roles
Assembling a Basic Robot
Chapter 13: Flying with Drones
Acknowledging the State of the Art
Defining Uses for Drones
Chapter 14: Utilizing the AI-Driven Car
Getting a Short History
Understanding the Future of Mobility
Getting into a Self-Driving Car
Overcoming Uncertainty of Perceptions
Part 5: Considering the Future of AI
Chapter 15: Understanding the Nonstarter Application
Using AI Where It Won’t Work
Considering the Effects of AI Winters
Creating Solutions in Search of a Problem
Chapter 16: Seeing AI in Space
Observing the Universe
Performing Space Mining
Exploring New Places
Building Structures in Space
Chapter 17: Adding New Human Occupations
Living and Working in Space
Creating Cities in Hostile Environments
Making Humans More Efficient
Fixing Problems on a Planetary Scale
Part 6: The Part of Tens
Chapter 18: Ten AI-Safe Occupations
Performing Human Interaction
Creating New Things
Making Intuitive Decisions
Chapter 19: Ten Substantial Contributions of AI to Society
Considering Human-Specific Interactions
Developing Industrial Solutions
Creating New Technology Environments
Working with AI in Space
Chapter 20: Ten Ways in Which AI Has Failed
Understanding
Discovering
Empathizing
About the Authors
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Index
End User License Agreement
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