Data og IT

Deep Learning on Embedded Systems: A Hands-On Approach Using Jetson Nano and Raspberry Pi focuses on the implementation of deep learning for engineering tasks. Deep learning is a rapidly growing branch of artificial intelligence that has primarily belonged to mathematicians, computer scientists, and data scientists. However, as the field continues to expand, its reach has grown to include scientists and engineers of many different backgrounds. Within engineering in particular, deep learning already has a wide variety of applications, such as autonomous cars, intelligent robotics, computer vision, natural language processing, and bioinformatics. With this trend in mind, the book aims to provide the basic, practical knowledge necessary for engineering students and educators to expand and solidify their knowledge of deep learning. It features practical implementation cases involving computers and widely available embedded hardware and software systems such as Raspberry Pi and Nvidia Jeston Nano. This will allow for readers to learn to apply their knowledge to their own particular field and incorporate deep learning models into design and research projects. Readers will come away with a fundamental understanding of deep learning, computer vision, natural language processing, and deep learning frameworks, along with the skillset needed for image classification, image captioning, transfer learning on emebdded systems, and PyTorch and Cuda installations.

From the telegraph and telephone in the 1800s to the internet and social media in our own day, the public has welcomed new communication systems. Whenever people gain more power to share information, the assumption goes, society prospers. Superbloom tells a startlingly different story. As communication becomes more mechanized and efficient, it breeds confusion more than understanding, strife more than harmony. Media technologies all too often bring out the worst in us.A celebrated interpreter of technology's impacts on human life, Nicholas Carr guides the reader through the dark trends that have always shadowed progress: how telegrams disrupted diplomacy, how radio aided autocrats, how the Facebook feed sowed division, how AI now blurs reality and fantasy. With vivid examples from history, science, and politics, Superbloom unmasks a fundamental flaw in our perception of, and revolutionizes our understanding of, how media shapes society. It may be too late to curb the "superbloom" of information-but it's not too late to change ourselves.

Until recently, infrastructure was the backbone of organizations operating software they developed in-house. But now that cloud vendors run the computers, companies can finally bring the benefits of agile custom-centricity to their own developers. Adding product management to infrastructure organizations is now all the rage. But how's that possible when infrastructure is still the operational layer of the company? This practical book guides engineers, managers, product managers, and leaders through the shifts that modern platform-led organizations require. You'll learn what platform engineering is--and isn't--and what benefits and value it brings to developers and teams. You'll understand what it means to approach a platform as a product and learn some of the most common technical and managerial barriers to success. With this book, you'll: Cultivate a platform-as-product, developer-centric mindset Learn what platform engineering teams are and are not Start the process of adopting platform engineering within your organization Discover what it takes to become a product manager for a platform team Understand the challenges that emerge when you scale platforms Automate processes and self-service infrastructure to speed development and improve developer experience Build out, hire, manage, and advocate for a platform team

In this book, we change the perspective on an organization's operational resilience capabilities so that it changes from being a reactive (tick box) approach to being proactive. The perspectives of every chapter in this book are with a focus on risk profiles and how your business can reduce these profiles using effective mitigation measures.

This book presents the impact and scope of Internet of Things (IoT), Artificial Intelligence (AI), and Machine L¿arning (ML) in the growth of intelligent digital farming and smart agriculture.

Advancements in Manufacturing Strategies and Systems have ushered in a new era of efficiency, precision, and sustainability. This book includes practical applications of manufacturing technologies, providing case studies and real-world examples of how these advancements in manufacturing solve manufacturing challenges and improve efficiency.

This book provides a comprehensive overview of the latest advancements and research in the fields of computing and intelligent information systems. It compiles cutting-edge studies, innovative methodologies, and practical applications presented at the conference ICCIIS 2024.

With the advancements in sensor and computation technologies, connected autonomous vehicle (CAVs) services are deployed on roads, sharing the road with human-driven vehicles (HVs). This brings challenges to traffic safety, due to uncertainty in HVs' behaviors. Sharing the Road offers solutions to create a safer world with HVs and AVs.

The aim of this book is to provide "human engineering" for workplaces, tools, machinery, computers, shift work, lighting, sound, climate etc. to suit the human body and mind. This title focuses on the primary ergonomic task of accommodating the human with the appropriate selection of equipment and tools and workplace factors.

The book explores the application of cutting-edge machine learning and deep learning algorithms in mining Electronic Health Records (EHR). With the aim of improving patient health management, this book explains the structure of EHR, consisting of demographics, medical history, and diagnosis.

Artificial Intelligence Assisted Structural Optimization explores the use of machine learning and correlation analysis within the forward design and inverse design frameworks to design and optimize lightweight load bearing structures as well as mechanical metamaterials.

The edited volume Critical ICT4D highlights the need for a paradigm change in theorising, designing and researching Information and Communication Technologies for Development (ICT4D).

The edited volume Critical ICT4D highlights the need for a paradigm change in theorising, designing and researching Information and Communication Technologies for Development (ICT4D).

This book is the first to provide a general theory of self-destruction in complex systems. The volume suggests a unified theory of systemic self-destruction applicable to natural, social and cultural phenomena.

Referring back to the early 2000s, this book traces the development of podcasting from a "do-it-yourself" medium by amateurs into its current environment, where a wide variety of individuals, organizations, and platforms operate in an increasingly crowded and competitive market.

This book provides information for developing smart buildings including improvement of energy efficiency, implementation of operational improvements and targeting sustainable environment, thus creating an outstanding customer experience. It includes contributions from industrial platform results which provide cost effective and digital solutions.

An insightful collection of the best ways to leverage enterprise data with AI and implement powerful business solutions In Generative Analytics and AI: Transforming Data into Scalable Business Solutions, leading AI strategists Paul Golding and Geoff McGrath walk you through how to implement a comprehensive data strategy and implement real-time data science solutions in your enterprise. The book explains how to transform your company's raw data into actionable insights that drive business success. You'll learn how to transform your organization's (likely sizeable) collection of data into effective solutions that reduce expenses, raise service standards, and improve your customers' experiences. Inside the book: Strategies to implement real-time situation detection, perform fast and precise analyses, and facilitate informed decision-making Techniques to bridge the gap between data collection and storage and the implementation of on-the-ground solutions that increase revenue Ways to implement cognitive operations (CogOps) in your own enterprise, operationalizing cognitive (AI) decision-making in real-time Perfect for data engineers, data scientists, and domain subject matter experts, Generative Analytics and AI is also a must-read for product managers and technical administrators seeking a hands-on guide to turning large amounts of proprietary data into actionable insights and solutions.

The book captures the essence of the International Conference on Data Science & Exploration in Artificial Intelligence and offers a comprehensive exploration of cutting-edge research in AI, data science, and their applications. It covers a wide array of topics including advanced Data Science, IoT, Security, Cloud Computing and Networks.

This book provides a comprehensive overview of the latest advancements and research in the fields of computing and intelligent information systems. It compiles cutting-edge studies, innovative methodologies, and practical applications presented at the conference ICCIIS 2024.

This book provides a comprehensive overview of the latest advancements and research in the fields of computing and intelligent information systems. It compiles cutting-edge studies, innovative methodologies, and practical applications presented at the conference ICCIIS 2024.

The book covers the role of emerging technologies such as blockchain technology, machine learning, IoT, cryptography etc. in digital asset management. It discusses digital asset management applications in different domains like healthcare, travel industry, image processing and our daily life activities to maintain onfidentiality.

"The Prompt Revolution: Empowering Communication" delves into the art and science of prompt engineering to enhance communication across professions. It explores how prompts foster creativity, meaningful conversations, and significant outcomes.