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• Cover
• Title Page
• Copyright
• Introduction
• About This Book
• Icons Used in This Book
• Beyond the Book
• Where to Go from Here
• Part 1: Introducing AI
• Chapter 1: Delving into What AI Means
• Defining the Term AI
• Understanding the History of AI
• Considering AI Uses
• Avoiding AI Hype and Overestimation
• Connecting AI to the Underlying Computer
• Chapter 2: Defining Data’s Role In AI
• Finding Data Ubiquitous in This Age
• Using Data Successfully
• Manicuring the Data
• Considering the Five Mistruths in Data
• Defining the Limits of Data Acquisition
• Considering Data Security Issues
• 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
• Working with Deep Learning Processors (DLPs)
• Creating a Specialized Processing Environment
• Increasing Hardware Capabilities
• Adding Specialized Sensors
• Integrating AI with Advanced Sensor Technology
• Devising Methods to Interact with the Environment
• Part 2: Understanding How AI Works
• Chapter 5: Crafting Intelligence for AI Data Analysis
• Defining Data Analysis
• Defining Machine Learning (ML)
• Considering How to Learn from Data
• Chapter 6: Employing Machine Learning in AI
• Taking Many Different Roads to Learning
• Exploring the Truth in Probabilities
• Growing Trees That Can Classify
• Chapter 7: 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
• Part 3: Recognizing How We Interact with AI Every Day
• Chapter 8: Unleashing Generative AI for Text and Images
• Getting an Overview of Generative AI
• Discovering the Magic Smooth Talk of AI
• Working with Generative AI
• Understanding the Societal Implications of Generative AI
• Deciding What Makes a Good Generative AI App
• Commercializing Generative AI
• Chapter 9: 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 10: Automating Common Processes
• Developing Solutions for Boredom
• Working in Industrial Settings
• Creating a Safe Environment
• Chapter 11: Relying on AI to Improve Human Interaction
• Developing New Ways to Communicate
• Exchanging Ideas
• Using Multimedia
• Embellishing Human Sensory Perception
• Part 4: AI Applied in Industries
• Chapter 12: Using AI to Address Medical Needs
• Implementing Portable Patient Monitoring
• Making Humans More Capable
• Addressing Special Needs
• Completing Analysis in New Ways
• Relying on Telepresence
• Devising New Surgical Techniques
• Performing Tasks Using Automation
• Combining Robots and Medical Professionals
• Considering Disruptions AI Causes for Medical Professionals
• Chapter 13: Developing Robots
• Defining Robot Roles
• Assembling a Basic Robot
• Chapter 14: Flying with Drones
• Acknowledging the State of the Art
• Defining Uses for Drones
• Reviewing Privacy and Data Protection in Drone Operations
• Chapter 15: Utilizing the AI-Driven Car
• Examining the Short History of SD Cars
• Understanding the Future of Mobility
• Getting into a Self-Driving Car
• Overcoming Uncertainty of Perceptions
• Part 5: Getting Philosophical About AI
• Chapter 16: Understanding the Nonstarter Application – Why We Still Need Humans
• Using AI Where It Won’t Work
• Considering the Effects of AI Winters
• Creating Solutions in Search of a Problem
• Chapter 17: Engaging in Human Endeavors
• Keeping Human Beings Popular
• Living and Working in Space
• Creating Cities in Hostile Environments
• Making Humans More Efficient
• Fixing Problems on a Planetary Scale
• Chapter 18: Seeing AI in Space
• Integrating AI into Space Operations
• Performing Space Mining
• Exploring New Places
• Building Structures in Space
• Part 6: The Part of Tens
• 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
• Index
• About the Authors
• Connect with Dummies
• End User License Agreement