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Science and Computing with Raspberry Pi

Author : Brian R Kent

Publisher : Morgan & Claypool Publishers

Page : 84 pages

File Size : 50,28 MB

Release : 2018-07-10

Category : Science

ISBN : 1681749963

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Book Description

The world of single-board computing puts powerful coding tools in the palm of your hand. The portable Raspberry Pi computing platform with the power of Linux yields an exciting exploratory tool for beginning scientific computing. Science and Computing with Raspberry Pi takes the enterprising researcher, student, or hobbyist through explorations in a variety of computing exercises with the physical sciences. The book has tutorials and exercises for a wide range of scientific computing problems while guiding the user through: * Configuring your Raspberry Pi and Linux operating system * Understanding the software requirements while using the Pi for scientific computing * Computing exercises in physics, astronomy, chaos theory, and machine learning



Data Science with Raspberry Pi

Author : K. Mohaideen Abdul Kadhar

Publisher : Apress

Page : 239 pages

File Size : 43,83 MB

Release : 2021-06-25

Category : Computers

ISBN : 9781484268247

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Book Description

Implement real-time data processing applications on the Raspberry Pi. This book uniquely helps you work with data science concepts as part of real-time applications using the Raspberry Pi as a localized cloud. You’ll start with a brief introduction to data science followed by a dedicated look at the fundamental concepts of Python programming. Here you’ll install the software needed for Python programming on the Pi, and then review the various data types and modules available. The next steps are to set up your Pis for gathering real-time data and incorporate the basic operations of data science related to real-time applications. You’ll then combine all these new skills to work with machine learning concepts that will enable your Raspberry Pi to learn from the data it gathers. Case studies round out the book to give you an idea of the range of domains where these concepts can be applied. By the end of Data Science with the Raspberry Pi, you’ll understand that many applications are now dependent upon cloud computing. As Raspberry Pis are cheap, it is easy to use a number of them closer to the sensors gathering the data and restrict the analytics closer to the edge. You’ll find that not only is the Pi an easy entry point to data science, it also provides an elegant solution to cloud computing limitations through localized deployment. What You Will Learn Interface the Raspberry Pi with sensors Set up the Raspberry Pi as a localized cloud Tackle data science concepts with Python on the Pi Who This Book Is For Data scientists who are looking to implement real-time applications using the Raspberry Pi as an edge device and localized cloud. Readers should have a basic knowledge in mathematics, computers, and statistics. A working knowledge of Python and the Raspberry Pi is an added advantage.



Raspberry Pi Projects for Kids

Author : Dan Aldred

Publisher : No Starch Press

Page : 290 pages

File Size : 44,66 MB

Release : 2019-12-10

Category : Computers

ISBN : 1593279477

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Book Description

Learn coding and electronics through 12 original and daring projects that hack wireless signals. The Raspberry Pi is an inexpensive, pocket-sized computer that will help you build and code your own hardware projects. Raspberry Pi Projects for Kids will show you how to harness the power of the Raspberry Pi to create 12 cool projects using simple code and common materials like a webcam, microphone, and LED lights. Step-by-step instructions and detailed diagrams guide you through each project. After a brief introduction to the Python programming language, you'll learn how to: Create an LED night-light that turns itself on and off Set up a Raspberry Pi camera to take selfies and videos Set up a webcam to stream video to your cell phone Manipulate environments in Minecraft Hijack local radio waves to play your own songs and recordings Configure Raspberry Pi to send texts to a cell phone Track your family members' locations via wi-fi and Bluetooth Create an MP3 player Set up a camera to take motion-triggered photos of wildlife Control the electronics in your home with your cell phone Teach Raspberry Pi to read aloud posts from your Twitter feed Play "Rock, Paper, Scissors" against Raspberry Pi Raspberry Pi Projects for Kids will deliver hours of fun and endless inspiration!



Learning Computer Architecture with Raspberry Pi

Author : Eben Upton

Publisher : John Wiley & Sons

Page : 535 pages

File Size : 30,30 MB

Release : 2016-09-13

Category : Computers

ISBN : 1119183936

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Book Description

Use your Raspberry Pi to get smart about computing fundamentals In the 1980s, the tech revolution was kickstarted by a flood of relatively inexpensive, highly programmable computers like the Commodore. Now, a second revolution in computing is beginning with the Raspberry Pi. Learning Computer Architecture with the Raspberry Pi is the premier guide to understanding the components of the most exciting tech product available. Thanks to this book, every Raspberry Pi owner can understand how the computer works and how to access all of its hardware and software capabilities. Now, students, hackers, and casual users alike can discover how computers work with Learning Computer Architecture with the Raspberry Pi. This book explains what each and every hardware component does, how they relate to one another, and how they correspond to the components of other computing systems. You'll also learn how programming works and how the operating system relates to the Raspberry Pi's physical components. Co-authored by Eben Upton, one of the creators of the Raspberry Pi, this is a companion volume to the Raspberry Pi User Guide An affordable solution for learning about computer system design considerations and experimenting with low-level programming Understandable descriptions of the functions of memory storage, Ethernet, cameras, processors, and more Gain knowledge of computer design and operation in general by exploring the basic structure of the Raspberry Pi The Raspberry Pi was created to bring forth a new generation of computer scientists, developers, and architects who understand the inner workings of the computers that have become essential to our daily lives. Learning Computer Architecture with the Raspberry Pi is your gateway to the world of computer system design.



Raspberry Pi Supercomputing and Scientific Programming

Author : Ashwin Pajankar

Publisher : Apress

Page : 183 pages

File Size : 17,30 MB

Release : 2017-05-25

Category : Computers

ISBN : 1484228782

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Book Description

Build an inexpensive cluster of multiple Raspberry Pi computers and install all the required libraries to write parallel and scientific programs in Python 3. This book covers setting up your Raspberry Pis, installing the necessary software, and making a cluster of multiple Pis. Once the cluster is built, its power has to be exploited by means of programs to run on it. So, Raspberry Pi Supercomputing and Scientific Programming teaches you to code the cluster with the MPI4PY library of Python 3. Along the way, you will learn the concepts of the Message Passing Interface (MPI) standards and will explore the fundamentals of parallel programming on your inexpensive cluster. This will make this book a great starting point for supercomputing enthusiasts who want to get started with parallel programming. The book finishes with details of symbolic mathematics and scientific and numerical programming in Python, using SymPi, SciPy, NumPy, and Matplotlib. You’ll see how to process signals and images, carry out calculations using linear algebra, and visualize your results, all using Python code. With the power of a Raspberry Pi supercomputer at your fingertips, data-intensive scientific programming becomes a reality at home. What You Will Learn Discover the essentials of supercomputing Build a low-cost cluster of Raspberry Pis at home Harness the power of parallel programming and the Message Passing Interface (MPI) Use your Raspberry Pi for symbolic, numerical, and scientific programming Who This Book Is For Python 3 developers who seek the knowledge of parallel programming, Raspberry Pi enthusiasts, researchers, and the scientific Python community.



Computer Systems Laboratory

Author : Sean Lawless

Publisher :

Page : 226 pages

File Size : 46,63 MB

Release : 2019-08-27

Category :

ISBN : 9781688833043

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Book Description

Ride the wave of your life through the inside of the Raspberry Pi atop your software surfboard! This incremental introduction to computer systems laboratory includes the hardware specific knowledge to bring the Raspberry Pi hardware to life with software.Emphasizing the best open source tools for system software design, debugging and organization, this journey leads the reader through the process of creating hardware specific software drivers for LED, timer and serial communications devices. Each chapter and section introduces the reader to more Raspberry Pi details and development tools and techniques needed to create the system software ecosystem.The journey concludes with the creation of a virtual worlds adventure game complete with monsters and animation. Each chapter introduces more complex data structures and algorithms which are used to solve real problems. It is required to read and the Computer Systems chapter before reading each chapter of this book for the most realistic journey into the heart of a computer.



The Official Raspberry Pi Beginner's Guide

Author : Gareth Halfacree

Publisher : Raspberry Pi Press

Page : 284 pages

File Size : 38,85 MB

Release : 2023-10-31

Category : Computers

ISBN : 1912047276

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Book Description

Raspberry Pi is a small, clever, British-built computer that's packed with potential. Made using a desktop-class, energy-efficient processor, Raspberry Pi is designed to help you learn coding, discover how computers work, and build your own amazing things. This book was written to show you just how easy it is to get started. Learn how to: Set up your Raspberry Pi, install its operating system, and start using this fully functional computer. Start coding projects, with step-by-step guides using the Scratch 3, Python, and MicroPython programming languages. Experiment with connecting electronic components, and have fun creating amazing projects. This revised edition is updated for the latest Raspberry Pi computers: Raspberry Pi 5 and Raspberry Pi Zero 2 W as well as the latest Raspberry Pi OS. It also includes a new chapter on the Raspberry Pi Pico! Whichever model you have, a standard Raspberry Pi board; the compact Raspberry Pi Zero 2 W; or the Raspberry Pi 400 with integrated keyboard, this affordable computer can be used to learn coding, build robots, and create all kinds of weird and wonderful projects. If you want to make games, build robots, or hack a variety of amazing projects, then this book is here to help you get started.



Role of Edge Analytics in Sustainable Smart City Development

Author : G. R. Kanagachidambaresan

Publisher : John Wiley & Sons

Page : 352 pages

File Size : 28,32 MB

Release : 2020-08-04

Category : Computers

ISBN : 1119681286

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Book Description

Efficient Single Board Computers (SBCs) and advanced VLSI systems have resulted in edge analytics and faster decision making. The QoS parameters like energy, delay, reliability, security, and throughput should be improved on seeking better intelligent expert systems. The resource constraints in the Edge devices, challenges the researchers to meet the required QoS. Since these devices and components work in a remote unattended environment, an optimum methodology to improve its lifetime has become mandatory. Continuous monitoring of events is mandatory to avoid tragic situations; it can only be enabled by providing high QoS. The applications of IoT in digital twin development, health care, traffic analysis, home surveillance, intelligent agriculture monitoring, defense and all common day to day activities have resulted in pioneering embedded devices, which can offer high computational facility without much latency and delay. The book address industrial problems in designing expert system and IoT applications. It provides novel survey and case study report on recent industrial approach towards Smart City development.



Machine Learning with the Raspberry Pi

Author : Donald J. Norris

Publisher : Apress

Page : 571 pages

File Size : 25,19 MB

Release : 2019-11-29

Category : Computers

ISBN : 1484251741

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Book Description

Using the Pi Camera and a Raspberry Pi board, expand and replicate interesting machine learning (ML) experiments. This book provides a solid overview of ML and a myriad of underlying topics to further explore. Non-technical discussions temper complex technical explanations to make the hottest and most complex topic in the hobbyist world of computing understandable and approachable. Machine learning, also commonly referred to as deep learning (DL), is currently being integrated into a multitude of commercial products as well as widely being used in industrial, medical, and military applications. It is hard to find any modern human activity, which has not been "touched" by artificial intelligence (AI) applications. Building on the concepts first presented in Beginning Artificial Intelligence with the Raspberry Pi, you’ll go beyond simply understanding the concepts of AI into working with real machine learning experiments and applying practical deep learning concepts to experiments with the Pi board and computer vision. What you learn with Machine Learning with the Raspberry Pi can then be moved on to other platforms to go even further in the world of AI and ML to better your hobbyist or commercial projects. What You'll Learn Acquire a working knowledge of current ML Use the Raspberry Pi to implement ML techniques and algorithms Apply AI and ML tools and techniques to your own work projects and studies Who This Book Is For Engineers and scientists but also experienced makers and hobbyists. Motivated high school students who desire to learn about ML can benefit from this material with determination.



Raspberry Pi Computer Vision Programming

Author : Ashwin Pajankar

Publisher : Packt Publishing Ltd

Page : 306 pages

File Size : 23,65 MB

Release : 2020-06-29

Category : Computers

ISBN : 1800201028

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Book Description

Perform a wide variety of computer vision tasks such as image processing and manipulation, feature and object detection, and image restoration to build real-life computer vision applications Key FeaturesExplore the potential of computer vision with Raspberry Pi and Python programmingPerform computer vision tasks such as image processing and manipulation using OpenCV and Raspberry PiDiscover easy-to-follow examples and screenshots to implement popular computer vision techniques and applicationsBook Description Raspberry Pi is one of the popular single-board computers of our generation. All the major image processing and computer vision algorithms and operations can be implemented easily with OpenCV on Raspberry Pi. This updated second edition is packed with cutting-edge examples and new topics, and covers the latest versions of key technologies such as Python 3, Raspberry Pi, and OpenCV. This book will equip you with the skills required to successfully design and implement your own OpenCV, Raspberry Pi, and Python-based computer vision projects. At the start, you'll learn the basics of Python 3, and the fundamentals of single-board computers and NumPy. Next, you'll discover how to install OpenCV 4 for Python 3 on Raspberry Pi, before covering major techniques and algorithms in image processing, manipulation, and computer vision. By working through the steps in each chapter, you'll understand essential OpenCV features. Later sections will take you through creating graphical user interface (GUI) apps with GPIO and OpenCV. You'll also learn to use the new computer vision library, Mahotas, to perform various image processing operations. Finally, you'll explore the Jupyter Notebook and how to set up a Windows computer and Ubuntu for computer vision. By the end of this book, you'll be able to confidently build and deploy computer vision apps. What you will learnSet up a Raspberry Pi for computer vision applicationsPerform basic image processing with libraries such as NumPy, Matplotlib, and OpenCVDemonstrate arithmetical, logical, and other operations on imagesWork with a USB webcam and the Raspberry Pi Camera ModuleImplement low-pass and high-pass filters and understand their applications in image processingCover advanced techniques such as histogram equalization and morphological transformationsCreate GUI apps with Python 3 and OpenCVPerform machine learning with K-means clustering and image quantizationWho this book is for This book is for beginners as well as experienced Raspberry Pi and Python 3 enthusiasts who are looking to explore the amazing world of computer vision. Working knowledge of the Python 3 programming language is assumed.