Chapter
Python for computational statistics and data science
Python libraries for computational statistics and data science
Building a simple program for statistics
IoT devices and platforms
BeagleBone Black and Green
IoT boards based on ESP8266 MCU ?
IoT boards-based TI CC3200 MCU
Sensing and actuating on IoT devices
Sensing and actuating on Arduino devices
Sensing and actuating on Raspberry Pi devices
Accessing Raspberry Pi GPIO
Sensing through sensor devices
Building a smart temperature controller for your room
Introducing PID controller
Implementing PID controller in Python
Controlling room temperature using PID controller
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
Writing the Python program
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
Camera modules based on the CSI interface
Camera modules based on USB interface
Camera modules-based serial interface
Camera modules with multi-interfaces
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
Deploying Pixy CMUcam5 on Raspberry Pi
Updating the Pixy CMUcam5 firmware
Tracking an object with a Pan/Tilt module
Running the Python application
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
How do we get it to work?
Controlling a car robot from a computer
How do we get it to work?
Working with a GPS module for navigation
How do we get this to work?
Introducing map engine platforms
How do we get it to work?
Making your own autonomous car
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
Setting up EasyVR shield 3
Wiring your voice command board
Make your IoT board speak
Building Data Science-based Cloud for IoT Projects
Introduce cloud technology
Introducing cloud-based data science
Connecting IoT boards to cloud-based server
Adding Arduino Cloud library
Updating Arduino Cloud web SSL certificate
Writing program for Arduino Cloud
Working with Microsoft Azure IoT Hub
Setting up Microsoft Azure IoT Hub
Building data science-based cloud
Deploying Azure Machine learning
Publishing Azure ML as web service
Make IoT application with data
science-based cloud
Smart Internet of Things Projects
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