Data og IT

Industry 4.0 is an amalgam of smart factories, cognitive computing, cloud computing, Internet of Things (IoT), and cyber-physical systems. The IoT component is highly networked and vulnerable to attack. This book examines the role of IoT in Industry 4.0 and how it can be made secure through various technologies including blockchain.

This book covers advances that have emerged over the last two decades of AI research. Examining both theoretical and practical aspects, it presents applications of AI in such various domains as policy management, medical imaging, agriculture, technology education, business, and healthcare   It also covers machine learning techniques.

The book presents a detailed exploration of adaption and implementation of cloud IoT systems in the field of agriculture. It covers all the aspects of the smart agriculture with state-of-the-art Cloud IoT systems. It is aimed primarily at graduates, researchers and practitioners who are engaged in agriculture engineering.

Cloud computing has been a new trend in problem-solving and providing reliable computing platform for big and high computational tasks. This technique is used for business industries like banking, trading and many e-commerce businesses to accommodate high request rate, high availability for all time without stopping system and system failure.

This book equips readers with the knowledge to data analytics, machine learning and deep learning techniques for applications defined under the umbrella of Industry 4.0.

This handbook focuses on Sustainable Development through Green Engineering and Technology and is intended to address the applications and issues involved in their practical implementation.

National Informatics Center (NIC) is a premier science & technology institution of India. This is the first time that a government institution is coming up with a book which will holistically cover the journey of transformation in governance. It combines multiple sectors and presents an overall picture of multiple initiatives.

This book will provide in depth information about handling and managing healthcare data by Machine Learning methods. It will express the long-standing challenges in healthcare informatics and provide rational orientations on how to deal with them.

The book summarizes commonly used AI methodologies in renewal energy, with a particular emphasis on neural networks, fuzzy logic, and genetic algorithms. It provides incites to the solar cell, biofuels, wind and other renewable energy system design and characterization, including the equipment for smart energy systems.

Artificial Intelligence and Cybersecurity are two emerging fields that have phenomenal contributions towards technological advancement. As cyber-attacks increase, there is a need to identify threats and thwart attacks. This book will incorporate the recent developments that artificial intelligence brings to the cybersecurity world.

Advances in manufacturing and industrial engineering in terms of advanced and latest technologies are required nowadays to fulfill the accelerated demands of high quality, productivity, and sustainability simultaneously. This book offers unique comprehensive chapters on advancements for high productivity, quality, and sustainability.

This handbook explores the digital methods and tools scholars use to observe, interpret and manage nature in several different academic fields. Essential reading for those interested in the use of digital tools in study of the environment from a wide range of disciplines, and for those working in the environmental humanities.

DESCRIPTIONGit is a widely used version-control system in software development, essential for managing infrastructure as code (IaC), where code defines infrastructure. Kubernetes enhances IaC with GitOps, using Git as the single source of truth for managing operations. The Argo Family offers cloud-native tools designed to simplify the management of jobs and applications on Kubernetes, seamlessly integrating with the GitOps framework.This book begins with a quick start on setting up Argo Projects in a local cluster, followed by an in-depth look at concepts and architecture. Readers will then explore production readiness, security considerations, and team-specific needs, such as user access with single sign-on, declarative configuration changes, observability, and disaster recovery. Once familiar with a production-ready setup, the book deliberates on integrating Argo Workflow, Argo Events, and Argo Rollouts, highlighting their combined capabilities. Finally, the book compares Argo with alternative tools, helping readers assess and choose the best options for their needs.By the end of the book, readers will have a solid understanding of GitOps fundamentals, Kubernetes integration, and advanced deployment strategies. Covering the entire Argo ecosystem with Argo CD, Argo Workflows, Argo Rollouts, and Argo Events. This guide will help readers utilize the full potential of these powerful tools, transforming how they manage and deliver applications in their organizations.WHAT YOU WILL LEARN¿ Automate deployment processes with Argo CD.¿ Deploy new features and software versions confidently with Rollouts.¿ Leverage cloud-native workflows to automate daily tasks in familiar Kubernetes environments.¿ Collaborate seamlessly across teams using Argo Projects' robust capabilities, such as Argo CD Notifications and Argo Events.¿ Use Argo tools like Argo Rollouts to identify and resolve issues quickly.¿ Stay up-to-date with the latest DevOps trends and technologies.WHO THIS BOOK IS FORThe target audience for this book includes developers, DevOps engineers, platform engineers, and individuals in leadership roles or senior architects who want to learn about cloud-native technologies and Argo Projects.

Bring your cloud and on-premise applications together with Cloud Integration (formerly SAP Cloud Platform Integration) in SAP Integration Suite! Integrate processes and data in your system, step by step, by developing and configuring integration flows in the SAP BTP, Cloud Foundry environment. Enhance your integrations with APIs, open connectors, and custom adapters. Explore prepackaged content in the content catalog, debug and secure integration projects, connect to third-party systems, and more!Highlights include:1) Integration flows2) Integration content catalog3) SAP API Business Hub4) Modeling synchronous and asynchronous scenarios5) Debugging6) Security7) Operations8) Root cause analysis9) Web UI10) Message mappings11) SAP API Management

By taking you through the development of a real web application from beginning to end, the second edition of this hands-on guide demonstrates the practical advantages of test-driven development (TDD) with Python. Youll learn how to write and run tests before building each part of your app, and then develop the minimum amount of code required to pass those tests. The result? Clean code that works.In the process, youll learn the basics of Django, Selenium, Git, jQuery, and Mock, along with current web development techniques. If youre ready to take your Python skills to the next level, this bookupdated for Python 3.6clearly demonstrates how TDD encourages simple designs and inspires confidence.Dive into the TDD workflow, including the unit test/code cycle and refactoringUse unit tests for classes and functions, and functional tests for user interactions within the browserLearn when and how to use mock objects, and the pros and cons of isolated vs. integrated testsTest and automate your deployments with a staging serverApply tests to the third-party plugins you integrate into your siteRun tests automatically by using a Continuous Integration environmentUse TDD to build a REST API with a front-end Ajax interface

The fourth industrial revolution, Industry 4.0, is changing the world around us. Education is not immune to these changes. This contributed book presents advanced technologies and applications for Education 4.0.

This book proposes to provide a comprehensive view of the issues, threats, and challenges that are faced in the cyber security domain with a detailed analysis of effective countermeasures and mitigations. It is primarily aimed at undergraduate students, graduate students, researchers, academicians, and professionals working in the area.

This textbook provides an introduction to computer science theory, informatics best practice, and the standards and legislation that apply to computing in a healthcare environment.

Moth-Flame Optimization algorithm is an emerging meta-heuristic published in 2015. This book provides in-depth analysis of this algorithm and the existing methods to cope with challenges. It proposes improvements, variants, and hybrids of this algorithm. Applications are also covered to demonstrate the applicability of methods in this book.

A fresh research approach that bridges the study of human information interaction and the design of information systems.

It's time to get practical about AI. Move past playing around with chatbots and plugging your data into others' applications-learn how to create your own! Walk through key AI methods like decision trees, convolutional layers, cluster analysis, and more. Get your hands dirty with simple no-code exercises and then apply that knowledge to more complex (but still beginner-friendly!) examples. With information on installing KNIME and using tools like AutoKeras, ChatGPT, and DALL-E, this guide will let you do more with AI!Highlights include:1) Python2) KNIME3) ChatGPT4) DALL-E5) Artificial neural networks (ANN)6) Decision trees7) Convolutional layers8) Transfer learning9) Anomaly detection10) Text and image classification11) Cluster analysis12) Reinforcement learning