更新时间：2021-07-08 11:44:12
封面
版权页
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface
What this book covers
What you need for this book
Who this book is for
Conventions
Reader feedback
Customer support
Chapter 1. Making Your IoT Project Smart
Introducing basic statistics and data science
Python for computational statistics and data science
Building a simple program for statistics
IoT devices and platforms
Sensing and actuating on IoT devices
Building a smart temperature controller for your room
Summary
References
Chapter 2. Decision System for IoT Projects
Introduction to decision system and machine learning
Decision system-based Bayesian
Decision system-based fuzzy logic
Python libraries for building a decision system
Building a simple decision system-based Bayesian theory
Integrating a decision system and IoT project
Building your own decision system-based IoT
Chapter 3. Building Your Own Machine Vision
Introducing machine vision
Introducing the OpenCV library
Deploying OpenCV on Raspberry Pi
Building a simple program with OpenCV
Working with camera modules
Accessing camera modules from the OpenCV library
Introducing pattern recognition for machine vision
Building a tracking vision system for moving objects
Building your own IoT machine vision
Chapter 4. Making Your Own Autonomous Car Robot
Introducing autonomous systems
Introducing mobile robots
Building your own car robot
Working with the Pololu Zumo robot for Arduino
Controlling a car robot from a computer
Working with a GPS module for navigation
Introducing map engine platforms
Building a car-based GPS
Making your own autonomous car
Chapter 5. Building Voice Technology on IoT Projects
Introduce a speech technology
Introduce sound sensors and actuators
Introduce pattern recognition for speech technology
Reviewing speech and sound modules for IoT devices
Build your own voice commands for IoT projects
Make your IoT board speak
Make Raspberry Pi speak
Chapter 6. Building Data Science-based Cloud for IoT Projects
Introduce cloud technology
Introducing cloud-based data science
Connecting IoT boards to cloud-based server
Working with Microsoft Azure IoT Hub
Building data science-based cloud
Make IoT application with data science-based cloud
Index
