Lýsing:
Step into the future with AI The term "Artificial Intelligence" has been around since the 1950s, but a lot has changed since then. Today, AI is referenced in the news, books, movies, and TV shows, and the exact definition is often misinterpreted. Artificial Intelligence For Dummies provides a clear introduction to AI and how it’s being used today. Inside, you’ll get a clear overview of the technology, the common misconceptions surrounding it, and a fascinating look at its applications in everything from self-driving cars and drones to its contributions in the medical field.
Annað
- Höfundar: John Paul Mueller, Luca Massaron
- Útgáfa:1
- Útgáfudagur: 2018-03-16
- Hægt að prenta út 10 bls.
- Hægt að afrita 2 bls.
- Format:ePub
- ISBN 13: 9781119467588
- Print ISBN: 9781119467656
- ISBN 10: 1119467586
Efnisyfirlit
- Cover
- 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
- Chapter 1: Introducing AI
- 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
- 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
- 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
- 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
- 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
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- Gerð : 208
- Höfundur : 10683
- Útgáfuár : 2018
- Leyfi : 380