Learning Iot With Python And Raspberry Pi
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Learning Iot With Python And Raspberry Pi
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Author : Elizabeth Horvath
language : en
Publisher:
Release Date : 2019-08-12
Learning Iot With Python And Raspberry Pi written by Elizabeth Horvath and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-12 with categories.
Introduction To Iot With Machine Learning And Image Processing Using Raspberry Pi
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Author : Shrirang Ambaji Kulkarni
language : en
Publisher: CRC Press
Release Date : 2020-08-16
Introduction To Iot With Machine Learning And Image Processing Using Raspberry Pi written by Shrirang Ambaji Kulkarni and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-16 with Computers categories.
Machine Learning a branch of Artificial Intelligence is influencing the society, industry and academia at large. The adaptability of Python programming language to Machine Learning has increased its popularity further. Another technology on the horizon is Internet of Things (IoT). The present book tries to address IoT, Python and Machine Learning along with a small introduction to Image Processing. If you are a novice programmer or have just started exploring IoT or Machine Learning with Python, then this book is for you. Features: Raspberry Pi as IoT is described along with the procedure for installation and configuration. A simple introduction to Python Programming Language along with its popular library packages like NumPy, Pandas, SciPy and Matplotlib are dealt in an exhaustive manner along with relevant examples. Machine Learning along with Python Scikit-Learn library is explained to audience with an emphasis on supervised learning and classification. Image processing on IoT is introduced to the audience who love to apply Machine Learning algorithms to Images The book follows hands-on approach and provide a huge collection of Python programs.
Getting Started With Python For The Internet Of Things
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Author : Tim Cox
language : en
Publisher:
Release Date : 2019-02-25
Getting Started With Python For The Internet Of Things written by Tim Cox and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-25 with categories.
Iot Machine Learning Applications In Telecom Energy And Agriculture
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Author : Puneet Mathur
language : en
Publisher:
Release Date : 2020
Iot Machine Learning Applications In Telecom Energy And Agriculture written by Puneet Mathur and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Electronic books categories.
Apply machine learning using the Internet of Things (IoT) in the agriculture, telecom, and energy domains with case studies. This book begins by covering how to set up the software and hardware components including the various sensors to implement the case studies in Python. The case study section starts with an examination of call drop with IoT in the telecoms industry, followed by a case study on energy audit and predictive maintenance for an industrial machine, and finally covers techniques to predict cash crop failure in agribusiness. The last section covers pitfalls to avoid while implementing machine learning and IoT in these domains. After reading this book, you will know how IoT and machine learning are used in the example domains and have practical case studies to use and extend. You will be able to create enterprise-scale applications using Raspberry Pi 3 B+ and Arduino Mega 2560 with Python. You will: Implement machine learning with IoT and solve problems in the telecom, agriculture, and energy sectors with Python Set up and use industrial-grade IoT products, such as Modbus RS485 protocol devices, in practical scenarios Develop solutions for commercial-grade IoT or IIoT projects Implement case studies in machine learning with IoT from scratch.
Sensor Projects With Raspberry Pi
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Author : Guillermo Guillen
language : en
Publisher: Springer Nature
Release Date : 2024-08-10
Sensor Projects With Raspberry Pi written by Guillermo Guillen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-10 with Computers categories.
Use Python to develop Rasperry Pi projects to solve common digital image processing and IoT problems. Using a free IoT server you’ll tackle fundamental topics and concepts behind theses two areas. This second edition includes new content on Artificial Intelligence and updated sensor guidance to help you better explore virtual animations, create a homemade spectrometer, and master object classification with Edge Impulse. Start by creating a system to detect movement with a PIR motion sensor and a Raspberry Pi board. Use the MQ2 gas sensor and a Raspberry Pi board as a gas leak alarm system to detect dangerous explosive and fire hazards. Then train your system to send the captured data to the remote server ThingSpeak. You’ll also develop a weather station with your Raspberry Pi. Using the DHT11 (humidity and temperature sensor) and BMP (barometric pressure and temperature sensor) in conjunction with ThingSpeak and X, you can receive real time weather alerts from your own meterological system! Spectral sensers used with the Raspberry Pi include the AS7262 (six colors), and AS7263 (near infrared) for the construction of a filter spectrometer, sensing colored solutions, and assessing plant foliage health. Finally, expand your skills into the popular machine learning world of digital image processing using OpenCV and a Pi. Make your own object classifiers and finally manipulate an object by means of an image in movement. This skillset has many applications, ranging from recognizing people or objects, to creating your own video surveillance system. With the skills gained from Sensor Projects with Raspberry Pi, you'll be well-equipped to explore other applications in mobile development and electrical engineering as well. What You'll Learn Work with ThingSpeak to receive X alerts from your systems. Cultivate skills in processing sensor inputs that are applicable to mobile and machine learning projects. Incorporate sensors into projects to make interactive devices. Experiment with virtual scenarios and objects. Create Python and Pygame games that contain virtual scenarios and animations. Detect colored solutions and assess the plant foliage health. Who This Book Is For Hobbyists and makers working with robotics and IoT. Electronic engineers and programmers who would like to expand their familiarity with basic sensor projects.
Practical Python Programming For Iot
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Author : Gary Smart
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-11-12
Practical Python Programming For Iot written by Gary Smart and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-12 with Computers categories.
Create innovative IoT projects using Python and Raspberry Pi with this hands-on guide packed with fun experiments, real-world applications, and everything you need to bring smart ideas to life Key Features Learn the fundamentals of electronics and how to integrate them with a Raspberry Pi Bring your projects to life through real-world scenarios, from motion detection to smart lighting Exercises designed to suit hobbyists, engineers, and educators alike Book DescriptionThe age of connected devices is here, be it fitness bands or smart homes. It's now more important than ever to understand how hardware components interact with the internet to collect and analyze user data. The Internet of Things (IoT), combined with the popular open source language Python, can be used to build powerful and intelligent IoT systems with intuitive interfaces. This book consists of three parts, with the first focusing on the "Internet" component of IoT. You'll get to grips with end-to-end IoT app development to control an LED over the internet, before learning how to build RESTful APIs, WebSocket APIs, and MQTT services in Python. The second part delves into the fundamentals behind electronics and GPIO interfacing. As you progress to the last part, you'll focus on the "Things" aspect of IoT, where you will learn how to connect and control a range of electronic sensors and actuators using Python. You'll also explore a variety of topics, such as motor control, ultrasonic sensors, and temperature measurement. Finally, you'll get up to speed with advanced IoT programming techniques in Python, integrate with IoT visualization and automation platforms, and build a comprehensive IoT project. By the end of this book, you'll be well-versed with IoT development and have the knowledge you need to build sophisticated IoT systems using Python.What you will learn Understand electronic interfacing with Raspberry Pi from scratch Gain knowledge of building sensor and actuator electronic circuits Structure your code in Python using Async IO, pub/sub models, and more Automate real-world IoT projects using sensor and actuator integration Integrate electronics with ThingSpeak and IFTTT to enable automation Build and use RESTful APIs, WebSockets, and MQTT with sensors and actuators Set up a Raspberry Pi and Python development environment for IoT projects Who this book is for Whether you're a developer, IoT professional, or a Python enthusiast curious about hardware, this book is for you. It's also helpful for software engineers with little to no experience in electronics who want to start building real-world IoT and home automation projects. Makers, educators, and tinkerers will find it a practical and approachable guide. With clear explanations and hands-on projects, it makes bringing your code to life enjoyable and achievable.
Getting Started With Python For The Internet Of Things
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Author : Tim Cox
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-02-26
Getting Started With Python For The Internet Of Things written by Tim Cox and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-26 with Computers categories.
Build clever, collaborative, and powerful automation systems with the Raspberry Pi and Python. Key FeaturesCreate your own Pi-Rover or Pi-Hexipod robotsDevelop practical applications in Python using Raspberry PiBuild your own Jarvis, a highly advanced computerized AIBook Description This Learning Path takes you on a journey in the world of robotics and teaches you all that you can achieve with Raspberry Pi and Python. It teaches you to harness the power of Python with the Raspberry Pi 3 and the Raspberry Pi zero to build superlative automation systems that can transform your business. You will learn to create text classifiers, predict sentiment in words, and develop applications with the Tkinter library. Things will get more interesting when you build a human face detection and recognition system and a home automation system in Python, where different appliances are controlled using the Raspberry Pi. With such diverse robotics projects, you'll grasp the basics of robotics and its functions, and understand the integration of robotics with the IoT environment. By the end of this Learning Path, you will have covered everything from configuring a robotic controller, to creating a self-driven robotic vehicle using Python. Raspberry Pi 3 Cookbook for Python Programmers - Third Edition by Tim Cox, Dr. Steven Lawrence FernandesPython Programming with Raspberry Pi by Sai Yamanoor, Srihari YamanoorPython Robotics Projects by Prof. Diwakar VaishWhat you will learnBuild text classifiers and predict sentiment in words with the Tkinter libraryDevelop human face detection and recognition systemsCreate a neural network module for optical character recognitionBuild a mobile robot using the Raspberry Pi as a controllerUnderstand how to interface sensors, actuators, and LED displays workApply machine learning techniques to your modelsInterface your robots with BluetoothWho this book is for This Learning Path is specially designed for Python developers who want to take their skills to the next level by creating robots that can enhance people’s lives. Familiarity with Python and electronics will aid understanding the concepts in this Learning Path.
Raspberry Pi 3 Home Automation Projects
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Author : Shantanu Bhadoria
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-11-06
Raspberry Pi 3 Home Automation Projects written by Shantanu Bhadoria and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-06 with Computers categories.
“With futuristic homes on the rise, learn to control and automate the living space with intriguing IoT projects.” About This Book Build exciting (six) end-to-end home automation projects with Raspberry Pi 3, Seamlessly communicate and control your existing devices and build your own home automation system, Automate tasks in your home through projects that are reliable and fun Who This Book Is For This book is for all those who are excited about building home automation systems with Raspberry Pi 3. It's also for electronic hobbyists and developers with some knowledge of electronics and programming. What You Will Learn Integrate different embedded microcontrollers and development boards like Arduino, ESP8266, Particle Photon and Raspberry Pi 3, creating real life solutions for day to day tasks and home automation Create your own magic mirror that lights up with useful information as you walk up to it Create a system that intelligently decides when to water your garden and then goes ahead and waters it for you Use the Wi-fi enabled Adafruit ESP8266 Huzzah to create your own networked festive display lights Create a simple machine learning application and build a parking automation system using Raspberry Pi Learn how to work with AWS cloud services and connect your home automation to the cloud Learn how to work with Windows IoT in Raspberry Pi 3 and build your own Windows IoT Face Recognition door locking system In Detail Raspberry Pi 3 Home Automation Projects addresses the challenge of applying real-world projects to automate your house using Raspberry Pi 3 and Arduino. You will learn how to customize and program the Raspberry Pi 3 and Arduino-based boards in several home automation projects around your house, in order to develop home devices that will really rejuvenate your home. This book aims to help you integrate different microcontrollers like Arduino, ESP8266 Wi-Fi module, Particle Photon and Raspberry Pi 3 into the real world, taking the best of these boards to develop some exciting home automation projects. You will be able to use these projects in everyday tasks, thus making life easier and comfortable. We will start with an interesting project creating a Raspberry Pi-Powered smart mirror and move on to Automated Gardening System, which will help you build a simple smart gardening system with plant-sensor devices and Arduino to keep your garden healthy with minimal effort. You will also learn to build projects such as CheerLights into a holiday display, a project to erase parking headaches with OpenCV and Raspberry Pi 3, create Netflix's "The Switch" for the living room and lock down your house like Fort Knox with a Windows IoT face recognition-based door lock system. By the end of the book, you will be able to build and automate the living space with intriguing IoT projects and bring a new degree of interconnectivity to your world. Style and approach End to end home automation projects with Raspberry Pi 3.
Iot Programming With Raspberry Pi And Python
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Author : Nate Phoetean
language : en
Publisher: Independently Published
Release Date : 2024-04-05
Iot Programming With Raspberry Pi And Python written by Nate Phoetean and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-05 with Computers categories.
Unlock the full potential of the Internet of Things (IoT) with "IoT Programming with Raspberry Pi and Python," a comprehensive guide designed to catapult you from a novice to an experienced IoT developer. Whether you're a hobbyist eager to explore the world of smart devices or a professional aiming to refine your development skills, this book provides a solid foundation in IoT, using the versatile Raspberry Pi and the powerful Python programming language as your primary tools. Dive into the essentials with a thorough introduction to IoT and Raspberry Pi, setting the stage for a deep dive into a wide array of topics. From setting up your Raspberry Pi for IoT projects, mastering Python basics, interfacing sensors and actuators, to managing databases and ensuring robust security in your IoT applications, this book covers it all. Each chapter is structured to build upon the last, ensuring a coherent learning journey that bridges theory with practical application. Featuring step-by-step instructions, practical examples, and real-world projects, "IoT Programming with Raspberry Pi and Python" teaches you how to design, implement, and deploy IoT solutions effectively. You'll learn how to work with GPIO pins, establish networking and communication protocols, build a web server, and much more, all within the context of creating IoT applications that solve real-world problems. Prepare to turn your IoT ideas into reality and join the burgeoning community of developers harnessing the power of Raspberry Pi and Python to create smarter, connected devices that make the world more responsive, efficient, and accessible. "IoT Programming with Raspberry Pi and Python" is not just a book; it's your gateway to the future of technology.
Internet Of Things Programming Projects
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Author : Colin Dow
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-28
Internet Of Things Programming Projects written by Colin Dow and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-28 with Computers categories.
Unleash the potential of IoT by creating weather indicators, information displays, alarm systems, and a vision recognition-enabled robot car Key Features Get to grips with the Raspberry Pi ecosystem and its role in IoT development Integrate cutting-edge technologies such as MQTT, LoRa, and ROS for advanced IoT applications Achieve superior control in your robot car with vision recognition and the power of ROS Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionRenowned for its versatility, affordability, and active community support, Raspberry Pi is at the forefront of IoT development. Unlock the vast potential of Raspberry Pi and Raspberry Pi Pico by learning how to develop practical projects with this updated edition of Internet of Things Programming Projects. Written by an expert programmer who’s worked for some of Canada’s largest companies, this book starts with foundational concepts and practical exercises such as building a basic weather indicator, and gradually progressed toward more complex projects. You’ll get to grips with coding nuances and web service integrations that will help you create a sophisticated IoT robot car equipped with motor control, wireless communication, and sensor amalgamation. The book also explores LoRa technology, a game-changer for long-range, low-power communication in your projects, and delves into robot car development by implementing the Robot Operating System (ROS) for advanced control and coordination. Through clear, step-by-step instructions and insightful explanations, you’ll gain the skills and confidence to develop innovative IoT solutions for real-world applications. By the end of the book, you’ll have mastered the intricacies of IoT programming, from harnessing Raspberry Pi's capabilities to seamlessly integrating external components.What you will learn Integrate web services into projects for real-time data display and analysis Integrate sensors, motors, and displays to build smart IoT devices Build a weather indicator using servo motors and LEDs Create an autonomous IoT robot car capable of performing tasks Develop a home security system with real-time alerts and SMS notifications Explore LoRa and LoRaWAN for remote environmental monitoring Who this book is for This book is for beginners as well as experienced programmers, IoT developers, and Raspberry Pi enthusiasts. With just basic knowledge of IoT, you can dive right in and explore the projects with ease.