Epistemic Uncertainty in Artificial Intelligence
This LNCS 14523 conference volume constitutes the proceedings of the First International Workshop, Epi UAI 2023, in Pittsburgh, PA, USA, August 2023. The 8 full papers together included in this volume were carefully reviewed and selected from 16 submissions. Epistemic AI focuses, in particular, on some of the most important areas of machine learning: unsupervised learning, supervised learning, and reinforcement learning.
Multifaceted Approaches for Data Acquisition, Processing & Communication
The objective of the conference is to bring to focus the recent technological advancements across all the stages of data analysis including acquisition, processing, and communication.
Digital Transformation in Your Manufacturing Business
This book provides a straightforward guide to manufacturing technologies, examples of how they're used, as well as the tools and techniques you'll need to get started. Each technology is covered on a single page meaning you can understand it quickly and decide if it's worth you investigating it for your business.
Sentiment Analysis and Its Application in Educational Data Mining
Eco-responsible web design
In the vast world of the web, the notion of sustainable development is becoming increasingly important. Beyond simply reducing environmental impact, it also encompasses social and economic aspects, seeking to strike a balance between present needs and long-term imperatives. This book aims to become a tool for those seeking to harmonise the imperatives of web development with the requirements of preserving our planet and the well-being of its inhabitants.
Partnering with A.I.
"Partnering with AI: How to Transform Your Business in the New World" is a groundbreaking guide that illuminates the seismic shift from the traditional business landscape, often referred to as the 'old world, ' to the innovative and dynamic 'new world' shaped by artificial intelligence. In this compelling narrative, readers are taken on a journey through the transformative power of AI, exploring how it is redefining the boundaries of innovation, efficiency, and strategy in the business realm.As the 'old world' fades into the backdrop, characterized by its slower, more manual processes and decision-making, "Partnering with AI" showcases why the future belongs to those who embrace AI's potential. Through insightful analysis, real-world examples, and practical strategies, the book demonstrates how AI is not just an optional tool but a fundamental necessity for businesses seeking to stay relevant and competitive in an ever-evolving market.From enhancing customer experiences to optimizing operations and fostering innovation, the book delves into the myriad ways AI can be leveraged to create value and drive growth. It challenges businesses to rethink their approaches and prepares leaders to lead with AI-first strategies. "Partnering with AI" is more than just a book; it's a clarion call to action for businesses ready to transition into the 'new world'-a world where artificial intelligence is at the heart of every success story. This essential read equips you with the knowledge and insights needed to navigate this new era, ensuring that your business not only survives but thrives in the age of artificial intelligence.
Azure Networking
���� Dive into the world of Azure Networking with our comprehensive book bundle: "Azure Networking Command Line Mastery from Beginner to Architect"! ����Whether you're just starting your journey or aiming to become an expert architect, this bundle has everything you need to succeed. With four in-depth books covering all levels of expertise, you'll learn how to harness the power of the Command Line Interface (CLI) to master Azure networking like never before.���� Book 1: "Azure Networking Essentials: A Beginner's Guide to Command Line Basics" Get started with the basics of Azure networking and CLI commands. Learn how to create virtual networks, configure network security, and more with step-by-step guidance tailored for beginners.���� Book 2: "Mastering Azure CLI: Intermediate Techniques for Networking in the Cloud" Take your skills to the next level with intermediate techniques for managing Azure networking resources. Explore virtual network peering, Azure DNS configuration, and advanced CLI commands to enhance your networking capabilities.���� Book 3: "Advanced Azure Networking: Optimizing Performance and Security with CLI Mastery" Optimize performance and enhance security with advanced CLI mastery. Discover expert strategies for optimizing network performance, implementing granular security policies, and leveraging advanced features like Azure Firewall and Application Gateway.���� Book 4: "Azure Networking Architect: Expert Strategies and Best Practices for CLI Power Users" Become an expert architect with insider strategies and best practices for CLI power users. Design redundant and highly available network architectures, enforce governance policies, and unlock the full potential of Azure networking.With over 3000 characters of expert guidance, tips, and tricks, this book bundle is your ultimate companion for mastering Azure networking. Don't miss out on this opportunity to elevate your skills and become a networking architect! Get your copy today and start your journey to CLI mastery! ��������
Exam Ref SC-900 Microsoft Security, Compliance, and Identity Fundamentals
Prepare for Microsoft Exam SC-900 and demonstrate your real-world knowledge of the fundamentals of security, compliance, and identity (SCI) across cloud-based and related Microsoft services. Designed for business stakeholders, new and existing IT professionals, functional consultants, and students, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified: Security, Compliance, and Identity Fundamentals level. Focus on the expertise measured by these objectives: Describe the concepts of security, compliance, and identity Describe the capabilities of Microsoft identity and access management solutions Describe the capabilities of Microsoft security solutions Describe the capabilities of Microsoft compliance solutions This Microsoft Exam Ref: Organizes its coverage by exam objectives Features strategic, what-if scenarios to challenge you Assumes you are a business user, stakeholder, consultant, professional, or student who wants to create holistic, end-to-end solutions with Microsoft security, compliance, and identity technologies
Exam Ref Dp-900 Microsoft Azure Data Fundamentals
Prepare for Microsoft Exam DP-900 and demonstrate your real-world foundational knowledge of core data concepts and how they are implemented using Microsoft Azure data services. Designed for business users, functional consultants, and other professionals, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified: Azure Data Fundamentals level. Focus on the expertise measured by these objectives: Describe core data concepts within Microsoft Azure Describe how to work with both relational and non-relational data types on Azure Describe strategic application, data management, storage and processing in the Azure cloud environment Describe an analytics workload on Azure This Microsoft Exam Ref: Organizes its coverage by the Skills Measured list published for the exam Features strategic, what-if scenarios to challenge you Assumes you have foundational knowledge of core data concepts and their implementation with Microsoft Azure data services, and a general grasp of cloud concepts
Augmented Cognition
This book constitutes the refereed proceedings of the 18th International Conference on Augmented Cognition, AC 2024, held as part of the 26th HCI International Conference, HCII 2024, which took place in Washington, DC, USA, during June 29-July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The AC 2024 proceedings were organized in the following topical sections: Part I: Understanding cognitive processes and human performance; advancing cognitive abilities and performance with augmented tools; Part II: Advances in augmented cognition technologies; applications of augmented cognition in various contexts.
Design, User Experience, and Usability
This five-volume set LNCS 14712-14716 constitutes the refereed proceedings of the 13th International Conference on Design, User Experience, and Usability, DUXU 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The DUXU 2024 proceedings were organized in the following topical sections: Part I: Information Visualization and Interaction Design; Usability Testing and User Experience Evaluation. Part II: Designing Interactions for Intelligent Environments; Automotive Interactions and Smart Mobility Solutions; Speculative Design and Creativity. Part III: User Experience Design for Inclusion and Diversity; Human-Centered Design for Social Impact. Part IV: Designing Immersive Experiences across Contexts; Technology, Design, and Learner Engagement; User Experience in Tangible and Intangible Cultural Heritage. Part V: Innovative Design for Enhanced User Experience; Innovations in Product and Service Design.
Design, User Experience, and Usability
This five-volume set LNCS 14712-14716 constitutes the refereed proceedings of the 13th International Conference on Design, User Experience, and Usability, DUXU 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The DUXU 2024 proceedings were organized in the following topical sections: Part I: Information Visualization and Interaction Design; Usability Testing and User Experience Evaluation. Part II: Designing Interactions for Intelligent Environments; Automotive Interactions and Smart Mobility Solutions; Speculative Design and Creativity. Part III: User Experience Design for Inclusion and Diversity; Human-Centered Design for Social Impact. Part IV: Designing Immersive Experiences across Contexts; Technology, Design, and Learner Engagement; User Experience in Tangible and Intangible Cultural Heritage. Part V: Innovative Design for Enhanced User Experience; Innovations in Product and Service Design.
Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management
This three-volume set LNCS 14709-14711 constitutes the refereed proceedings of the 15th International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, DHM 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. DHM 2024 method focuses on: Part I: Digital Human Modeling for Design and Evaluation; User Experience and Assistive Technologies; User Experience, Communication, and Collaboration. Part II: Healthcare Design and Support; Technology in Mental Health and Wellbeing; Artificial Intelligence and Health Applications. Part III: Work, Safety, and Ergonomics; Ergonomics, Artificial Intelligence and Smart Technologies, Advanced Technologies for Training and Learning.
Design Science Research for a Resilient Future
This book constitutes the proceedings of the 19th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2024, which was held in Trollh瓣ttan, Sweden, during June 3-5, 2024. The 30 full papers presented in this book were carefully reviewed and selected from 69 submissions. The papers are divided into the following topical sections: DSR for a resilient world (theme track); general track; DSR methods and education; DSR in practice; and emerging topics in DSR.
Design, User Experience, and Usability
This five-volume set LNCS 14712-14716 constitutes the refereed proceedings of the 13th International Conference on Design, User Experience, and Usability, DUXU 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The DUXU 2024 proceedings were organized in the following topical sections: Part I: Information Visualization and Interaction Design; Usability Testing and User Experience Evaluation. Part II: Designing Interactions for Intelligent Environments; Automotive Interactions and Smart Mobility Solutions; Speculative Design and Creativity. Part III: User Experience Design for Inclusion and Diversity; Human-Centered Design for Social Impact. Part IV: Designing Immersive Experiences across Contexts; Technology, Design, and Learner Engagement; User Experience in Tangible and Intangible Cultural Heritage. Part V: Innovative Design for Enhanced User Experience; Innovations in Product and Service Design.
AI and Algorithms
Written for legal professionals, compliance officers, and AI product managers, this book provides the keys to understanding the evolving landscape of AI law, presenting clear, actionable insights on how to apply Europe's legal rules and ethical guidelines in AI design, deployment, and oversight.Delve into detailed discussions on crucial concepts such as human agency and oversight, technical robustness and safety, privacy and data governance, and many more. Explore the essence of transparency in AI systems and their impact on societal and environmental well-being while also gaining an understanding of accountability mechanisms.
CompTIA Server+ Certification
This book highlights, in simple language, the hardware, software, security, and administrative technologies readers should know to pass the CompTIA Server+ exam. This book starts with hardware architectures, and then inspects RAID configurations, SAN/NAS technologies, and maintenance tasks. It will simplify Windows Server, Linux distributions, and macOS Server, from installation to user management and service configuration. This book will also uncomplicate IP addressing, subnetting, VLANs, and virtualization with Hyper-V, VMware, and KVM. Through this book, the readers can implement robust security measures with encryption, access control, intrusion detection/prevention, and disaster recovery strategies. They can use scripts to automate, learn asset management techniques, and implement efficient backup and recovery solutions. This book also makes use of systematic methodologies and tools to diagnose and resolve hardware, software, network, and security issues.
AWS DevOps Engineer Professional Certification Guide
The AWS DevOps Engineer Professional Certification Guide is highly challenging and can significantly boost one's career. It features scenario-based questions with lengthy descriptions, making comprehension tough. This book focuses extensively on AWS Developer Tools, CloudFormation, Elastic Beanstalk, OpsWorks, and other crucial topics, representing the exam's domain. The readers can easily prepare for the AWS Certified DevOps Engineer - Professional exam with this guide drafted with a focus on managing infrastructure and applications on AWS. It covers secure version control with CodeCommit, automated code building with CodeBuild, and streamlined updates with CodeDeploy and CodePipeline. You will learn to create secure CI/CD pipelines and define AWS infrastructure and applications with CloudFormation. The readers will explore the management of multiple AWS accounts, security tools, and automation with OpsWorks and Elastic Beanstalk.
Generative AI for Cloud Solutions
Explore Generative AI, the engine behind ChatGPT, and delve into topics like LLM-infused frameworks, autonomous agents, and responsible innovation, to gain valuable insights into the future of AI Key FeaturesGain foundational GenAI knowledge and understand how to scale GenAI/ChatGPT in the cloudUnderstand advanced techniques for customizing LLMs for organizations via fine-tuning, prompt engineering, and responsible AIPeek into the future to explore emerging trends like multimodal AI and autonomous agentsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionGenerative artificial intelligence technologies and services, including ChatGPT, are transforming our work, life, and communication landscapes. To thrive in this new era, harnessing the full potential of these technologies is crucial. Generative AI for Cloud Solutions is a comprehensive guide to understanding and using Generative AI within cloud platforms. This book covers the basics of cloud computing and Generative AI/ChatGPT, addressing scaling strategies and security concerns. With its help, you'll be able to apply responsible AI practices and other methods such as fine-tuning, RAG, autonomous agents, LLMOps, and Assistants APIs. As you progress, you'll learn how to design and implement secure and scalable ChatGPT solutions on the cloud, while also gaining insights into the foundations of building conversational AI, such as chatbots. This process will help you customize your AI applications to suit your specific requirements. By the end of this book, you'll have gained a solid understanding of the capabilities of Generative AI and cloud computing, empowering you to develop efficient and ethical AI solutions for a variety of applications and services.What you will learnGet started with the essentials of generative AI, LLMs, and ChatGPT, and understand how they function togetherUnderstand how we started applying NLP to concepts like transformersGrasp the process of fine-tuning and developing apps based on RAGExplore effective prompt engineering strategiesAcquire insights into the app development frameworks and lifecycles of LLMs, including important aspects of LLMOps, autonomous agents, and Assistants APIsDiscover how to scale and secure GenAI systems, while understanding the principles of responsible AIWho this book is forThis artificial intelligence book is for aspiring cloud architects, data analysts, cloud developers, data scientists, AI researchers, technical business leaders, and technology evangelists looking to understanding the interplay between GenAI and cloud computing. Some chapters provide a broad overview of GenAI, which are suitable for readers with basic to no prior AI experience, aspiring to harness AI's potential. Other chapters delve into technical concepts that require intermediate data and AI skills. A basic understanding of a cloud ecosystem is required to get the most out of this book.Table of ContentsCloud Computing Meets Generative AI: Bridging Infinite ImpossibilitiesNLP Evolution and Transformers: Exploring NLPs and LLMsFine Tuning: Building Domain Specific LLM ApplicationsRAGs to Riches: Elevating AI with External DataEffective Prompt Engineering Strategies: Unlocking Wisdom Through AIDeveloping and Operationalizing LLM-Based Cloud Applications: Exploring Dev Frameworks and LLMOpsDeploying ChatGPT in the Cloud: Architecture Design and Scaling StrategiesSecurity and Privacy Considerations for Gen AI: Building Safe and Secure LLMsResponsible Development of AI Solutions: Building with Integrity and CareFuture of Generative AI: Trends and Emerging Use Cases
MY FIRST MILLION With ChatGPT
Stuck in a financial rut, feeling like every paycheck disappears before you can even dream of wealth? You're not alone. Many face the daunting reality that traditional paths to wealth no longer suffice in today's economy, leaving dreams of financial freedom out of reach.But there's a breakthrough waiting for you: this book is your guide on how to make money using AI and earning your first million. This isn't just another financial guide; it's your roadmap to success in the age of artificial intelligence. Why Wait? Your Financial Freedom Begins Now: Exclusive Insights & Strategies: Unlock the secrets to leveraging ChatGPT for your financial advantage.Direct Application: Discover tailored approaches to amplify your income.Step-by-Step Guides: From novice to expert, navigate the world of ChatGPT with ease.Unlock Your Potential with "My First Million with ChatGPT" - Book's Features: A Step-by-Step Guide: Learn how to sign up and master ChatGPT from the ground up.39 Best Practices: Dominate prompting with proven techniques.Versatile Business Applications: Explore GPT's potential across various business functions and ventures.Passive Income Strategies: Leverage ChatGPT to create revenue streams that earn for you.Path to Your First Million: Specific strategies to scale your earnings with AI.Brand-New Business Creation: Step into entrepreneurship with innovative ideas powered by ChatGPT.Click "Buy Now" & take the first step towards securing your financial freedom.
Exploring the Metaverse
The metaverse has been a topic of conversation for a long time, but it still remains loosely defined. Some see it as a game in the virtual world, while others see it as a more connected version of the real world. It has also been touted as the next internet. However, it is important to separate hype from reality and identify the business opportunities while also covering the pitfalls of the metaverse. As technology and human interactions continue to evolve, it is important to learn how we can play our part responsibly in adapting to newer technology. This book is a comprehensive guide to the metaverse, providing readers with a deep understanding of its definition and origin. This book also aims to provide insights that distinguish between exaggerated expectations and genuine opportunities of metaverse to build a balanced and informed perspective on its promises.
AWS Certified Security - Specialty (SCS-C02) Exam Guide - Second Edition
Become an AWS certified security specialist, strengthen your cloud defenses, and unlock advanced techniques for incident response, logging, identity management, and moreKey FeaturesStay updated with the most current SCS-C02 exam syllabusGain modern cloud security skills to build robust security solutionsAccess online exam prep resources like mock exams, flashcards, and exam tips to help with preparationPurchase of this book unlocks access to web-based exam prep resources such as mock exams and flashcardsBook DescriptionThe AWS Certified Security - Specialty exam validates your expertise in advanced cloud security, a crucial skill set in today's cloud market. With the latest updates and revised study material, this second edition provides an excellent starting point for your exam preparation.You'll learn the fundamentals of core services, which are essential prerequisites before delving into the six domains covered in the exam. The book addresses various security threats, vulnerabilities, and attacks, such as DDoS attacks, offering insights into effective mitigation strategies at different layers. You'll learn different tools available in Amazon Web Services (AWS) to secure your Virtual Private Cloud and allow the correct traffic to travel securely to your workloads. As you progress, you'll explore the intricacies of AWS EventBridge and IAM services. Additionally, you'll get lifetime access to supplementary online resources, including mock exams with exam-like timers, detailed solutions, interactive flashcards, and invaluable exam tips, all accessible across various devices such as PCs, tablets, and smartphones.Ultimately, armed with the knowledge and skills acquired from this AWS security guide, you'll be well-prepared to pass the exam and design secure AWS solutions with confidence.What you will learnApply cutting-edge AWS security techniques for robust cloud defensesImplement the AWS shared responsibility model effectivelyConfigure AWS resources to meet specific security requirementsConfigure and manage access controls and policies in AWSManage environments with AWS Security Hub and GuardDutyMonitor and log tasks efficiently using AWS logging and monitoring servicesCreate bucket policies for users with predefined permissions to accessCreate and manage private certificate authorities in AWS ACMWho this book is forThis book is for system administrators or security professionals looking to gain AWS security certification. Prior experience in securing cloud environments is necessary to get the most out of this book.Table of ContentsAWS Shared Responsibility ModelFundamental AWS ServicesUnderstanding Attacks on Cloud EnvironmentsIncident ResponseManaging Your Environment with AWS ConfigEvent Management with AWS Security Hub and GuardDutyLogs Generated by AWS ServicesCloudWatch and CloudWatch MetricsParsing Logs and Events with AWS Native ToolsConfiguring Infrastructure SecuritySecuring EC2 InstancesManaging Key InfrastructureAccess ManagementWorking with Access PoliciesFederated and Mobile AccessUsing Active Directory Services to Manage AccessProtecting Data in Flight and at RestSecurely Connecting to your AWS EnvironmentUsing Certificates and Certificate Services in AWSManaging Secrets Securely in AWS
Human-Centered Design, Operation and Evaluation of Mobile Communications
This book constitutes the refereed proceedings of the 5th International Conference on Design, Operation and Evaluation of Mobile Communications, MOBILE 2024, held as part of the 26th International Conference, HCI International 2024, which was held in Washington, DC, USA, during June 29-July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The MOBILE 2024 proceedings were organized in the following topical sections: Part I: Mobile health and wellbeing; mobile applications, serious games and advanced interfaces; Part II: Mobile commerce, marketing and retail; mobile security, privacy, and safety; mobile user experience and design.
How AI Ate the World
UKTN Technology Book of the Year'Easily the most comprehensive book on AI I have read so far, covering all the key issues.' Peter Hunt, Business & Tech Correspondent, Evening StandardHow AI Ate the World: A Brief History of Artificial Intelligence - and Its Long Future is your essential guide to how AI went from sci-fi fantasy to the engine quietly (and not so quietly) reshaping work, art, politics and everyday life.Blending clear explanation with vivid storytelling and investigative reporting, Chris Stokel-Walker takes you from the early visions of Alan Turing and the Dartmouth conference, through the AI winters and chip wars, to today's boom in ChatGPT, OpenAI, Midjourney, large language models (LLMs) and generative AI. Along the way, you'll see how AI spread from research labs into search engines, social media, finance, healthcare, policing, the creative industries and your phone.Through real-world stories - including the viral "Pope in a puffer jacket" deepfake created with Midjourney - the book shows how easy-to-use AI tools can delight, disrupt and deceive, and why almost nobody using them has really thought through the consequences.Inside this book you'll discoverThe origins of artificial intelligence: magic mushrooms and Midjourney, the "fathers of AI", the first AI chess programs, the birth of OpenAI and the partnership with Microsoft.How AI winters, Cold War machine translation projects and government cuts nearly killed AI - and how it came roaring back.The battle for AI chips and the hardware arms race driving today's machine learning and deep learning boom.How AI is transforming work: automation, productivity tools, "AI doomer" fears about job losses, and the new role of prompt engineers.The creative explosion - and backlash - around AI art, AI music and generative image models such as Midjourney.The dark side of AI: misinformation, disinformation, deepfakes, profit before people and coded bias that can entrench racism, sexism and inequality.AI's environmental impact and the huge energy cost of training the latest models.
Beyond the Code Navigating the AI Frontier Inside
Dive into the digital age with "Beyond the Code: Navigating the AI Frontier - Virtual Horizons in Our Daily Lives," a revolutionary book tailored for tech enthusiasts, digital pioneers, and curious minds. Explore the fascinating realm of artificial intelligence (AI) as it weaves into the fabric of our daily existence. This book doesn't just inform; it transforms your understanding of the virtual world.Discover, Explore, and Understand: - Chapter 1-2: Unravel the mysteries of AI, from its early inception to its rise as a technological titan.- Chapter 3: Decode the language of AI, making complex ideas accessible and engaging.- Chapter 4-7: Immerse yourself in everyday AI applications, from the virtual assistants in your pocket to augmented and virtual reality experiences that redefine perception.- Chapter 8-10: Delve into personalization, autonomous systems, and the creative frontiers opened by AI.- Chapter 11-14: Tackle the ethical challenges, navigate the moral landscape, and learn about efforts to mitigate algorithmic bias.Why This Book?- Cutting-Edge Knowledge: Stay ahead of the curve in understanding and utilizing AI.- Real-World Applications: See how AI is seamlessly integrated into daily life.- Ethical Insight: Engage with the moral dimensions of AI, an increasingly crucial aspect in this field.- Future-Oriented: Equip yourself with knowledge about the opportunities and challenges lying ahead in the AI landscape.Perfect for students, professionals, and anyone with a spark of curiosity, this book transforms technical topics into engaging, easy-to-understand concepts. It's more than a book; it's a journey into the heart of our digital future.
Silicon Dreams
Delve into the captivating world of artificial consciousness with "Silicon Dreams: Inside the Mind of Machine Intelligence." This creative exploration takes readers on a thought-provoking journey, contemplating what consciousness or 'thoughts' could resemble for AI. From tracing the historical roots of machine intelligence to speculating on its future frontiers, each chapter meticulously uncovers essential facets of AI cognition.Readers will explore the building blocks of consciousness, from the intricate architecture to the mechanisms of learning, adaptation, and perception. Through insightful discussions on memory, language, and creativity, this book illuminates the transformative power of AI in art, music, and literature. Yet, amidst the marvels lie ethical considerations and philosophical implications, prompting reflection on the moral implications and the very essence of human identity."Silicon Dreams" invites enthusiasts, researchers, and curious minds alike to ponder the implications of artificial consciousness on society and ethics, offering a compelling glimpse into the mind of machine intelligence. Whether you're intrigued by the future of technology or fascinated by the complexities of the human mind, this book promises an engaging exploration that will challenge perceptions and inspire contemplation.
Silicon Dreams
Delve into the captivating world of artificial consciousness with "Silicon Dreams: Inside the Mind of Machine Intelligence." This creative exploration takes readers on a thought-provoking journey, contemplating what consciousness or 'thoughts' could resemble for AI. From tracing the historical roots of machine intelligence to speculating on its future frontiers, each chapter meticulously uncovers essential facets of AI cognition.Readers will explore the building blocks of consciousness, from the intricate architecture to the mechanisms of learning, adaptation, and perception. Through insightful discussions on memory, language, and creativity, this book illuminates the transformative power of AI in art, music, and literature. Yet, amidst the marvels lie ethical considerations and philosophical implications, prompting reflection on the moral implications and the very essence of human identity."Silicon Dreams" invites enthusiasts, researchers, and curious minds alike to ponder the implications of artificial consciousness on society and ethics, offering a compelling glimpse into the mind of machine intelligence. Whether you're intrigued by the future of technology or fascinated by the complexities of the human mind, this book promises an engaging exploration that will challenge perceptions and inspire contemplation.
Beyond the Code Navigating the AI Frontier Inside
Dive into the digital age with "Beyond the Code: Navigating the AI Frontier - Virtual Horizons in Our Daily Lives," a revolutionary book tailored for tech enthusiasts, digital pioneers, and curious minds. Explore the fascinating realm of artificial intelligence (AI) as it weaves into the fabric of our daily existence. This book doesn't just inform; it transforms your understanding of the virtual world.Discover, Explore, and Understand: - Chapter 1-2: Unravel the mysteries of AI, from its early inception to its rise as a technological titan.- Chapter 3: Decode the language of AI, making complex ideas accessible and engaging.- Chapter 4-7: Immerse yourself in everyday AI applications, from the virtual assistants in your pocket to augmented and virtual reality experiences that redefine perception.- Chapter 8-10: Delve into personalization, autonomous systems, and the creative frontiers opened by AI.- Chapter 11-14: Tackle the ethical challenges, navigate the moral landscape, and learn about efforts to mitigate algorithmic bias.Why This Book?- Cutting-Edge Knowledge: Stay ahead of the curve in understanding and utilizing AI.- Real-World Applications: See how AI is seamlessly integrated into daily life.- Ethical Insight: Engage with the moral dimensions of AI, an increasingly crucial aspect in this field.- Future-Oriented: Equip yourself with knowledge about the opportunities and challenges lying ahead in the AI landscape.Perfect for students, professionals, and anyone with a spark of curiosity, this book transforms technical topics into engaging, easy-to-understand concepts. It's more than a book; it's a journey into the heart of our digital future.
GitHub Actions Cookbook
Authored by a Microsoft Regional Director, this book shows you how to leverage the power of the community-driven GitHub Actions workflow platform to automate repetitive engineering tasksKey FeaturesAutomate CI/CD workflows and deploy securely to cloud providers like Azure, AWS, or GCP using OpenIDCreate your own custom actions with Docker, JavaScript programming, or shell scripts and share them with othersDiscover ways to automate complex scenarios beyond the basic ones documented in GitHubBook DescriptionSay goodbye to tedious tasks! GitHub Actions is a powerful workflow engine that automates everything in the GitHub ecosystem, letting you focus on what matters most.This book explains the GitHub Actions workflow syntax, the different kinds of actions, and how GitHub-hosted and self-hosted workflow runners work. You'll get tips on how to author and debug GitHub Actions and workflows with Visual Studio Code (VS Code), run them locally, and leverage the power of GitHub Copilot. The book uses hands-on examples to walk you through real-world use cases that will help you automate the entire release process. You'll cover everything, from automating the generation of release notes to building and testing your software and deploying securely to Azure, Amazon Web Services (AWS), or Google Cloud using OpenID Connect (OIDC), secrets, variables, environments, and approval checks.The book goes beyond CI/CD by demonstrating recipes to execute IssueOps and automate other repetitive tasks using the GitHub CLI, GitHub APIs and SDKs, and GitHub Token. You'll learn how to build your own actions and reusable workflows to share building blocks with the community or within your organization.By the end of this GitHub book, you'll have gained the skills you need to automate tasks and work with remarkable efficiency and agility.What you will learnAuthor and debug GitHub Actions workflows with VS Code and CopilotRun your workflows on GitHub-provided VMs (Linux, Windows, and macOS) or host your own runners in your infrastructureUnderstand how to secure your workflows with GitHub ActionsBoost your productivity by automating workflows using GitHub's powerful tools, such as the CLI, APIs, SDKs, and access tokensDeploy to any cloud and platform in a secure and reliable way with staged or ring-based deploymentsWho this book is forThis book is for anyone looking for a practical approach to learning GitHub Actions, regardless of their experience level. Whether you're a software developer, a DevOps engineer, anyone who has already experimented with Actions, or someone completely new to CI/CD tools like Jenkins or Azure Pipelines, you'll find expert insights in this book. Basic knowledge of using Git and command lines is a must.Table of ContentsGitHub Actions WorkflowsAuthoring and Debugging WorkflowsBuilding GitHub ActionsThe Workflow RuntimeAutomate Tasks in GitHub with GitHub ActionsBuilding and Validating Your CodeRelease Your Software with GitHub Actions
High Performance Privacy Preserving AI
Artificial intelligence (AI) depends on data. In sensitive domains - such as healthcare, security, finance, and many more - there is therefore tension between unleashing the power of AI and maintaining the confidentiality and security of the relevant data. This book - intended for researchers in academia and R&D engineers in industry - explains how advances in three areas--AI, privacy-preserving techniques, and acceleration--allow us to achieve the dream of high performance privacy-preserving AI. It also discusses applications enabled by this emerging interplay. The book covers techniques, specifically secure multi-party computation and homomorphic encryption, that provide complexity theoretic security guarantees even with a single data point. These techniques have traditionally been too slow for real-world usage, and the challenge is heightened with the large sizes of today's state-of-the-art neural networks, including large language models (LLMs). This book does not cover techniques like differential privacy that only concern statistical anonymization of data points.
Distributed, Ambient and Pervasive Interactions
This book constitutes the refereed proceedings of the 12th International Conference on Distributed, Ambient and Pervasive Interactions, DAPI 2024, held as part of the 26th International Conference on Human-Computer Interaction, HCI International 2024 (HCII 2024), was held as a hybrid event in Washington DC, USA, during June/July 2024. The total of 1271 papers and 309 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 5108 submissions. The DAPI conference addressed approaches and objectives of information, interaction, and user experience design for DAPI Environments as well as their enabling technologies, methods, and platforms, and relevant application areas. The DAPI 2024 conference covered topics addressing basic research questions and technology issues in the areas of new modalities, immersive environments, smart devices, and much more.
Transforming Media Accessibility in Europe
In a rapidly evolving digital landscape, accessibility in media has emerged as a crucial frontier for inclusion, equality, and knowledge democracy. The present edited volume "Transforming Media Accessibility in Europe: Digital Media, Education and City Space Accessibility Contexts" is a comprehensive exploration of technological, societal, psychological, and legal aspects of media accessibility in Europe. It offers a comprehensive roadmap for navigating the multifaceted landscape of media accessibility. Through compelling experimental studies, case studies, and forward-looking insights, it elucidates the transformative potential of accessible media across diverse sectors, including education, culture, and smart cities. Crafted as a collaborative effort under the COST (European Cooperation in Science and Technology) LEAD-ME Action (CA19142), this book unites the expertise of researchers, educators, and practitioners. This is an open access publication.
Vehicle Computing
Over the past century, vehicles have predominantly functioned as a means of transportation. However, as vehicular computation and communication capacities continue to expand, it is anticipated that upcoming connected vehicle (CVs) will not only serve their conventional transport functions but also act as versatile mobile computing platforms. This book presents the concept of Vehicle Computing, encompassing five primary functionalities of CVs: computation, communication, energy management, sensing, and data storage. It proposes a potential business model and explores the challenges and opportunities associated with these domains. Vehicle Computing serves as an important resource for the research community and practitioners in the field of edge computing and cyber physical system, capturing the essence of a rapidly changing industry, addressing the challenges and opportunities associated with connected vehicles (including software-defined vehicles, autonomous vehicles, electric vehicles), machine learning, communication, sensing, data storage, energy management, and computer systems. It synthesizes the latest research and real-world applications, offering valuable insights to both academia and industry professionals. Vehicle Computing covers topics such as: The fundamentals of Vehicle Computing, including its historical context and key components. Advanced communication and networking technologies for connected vehicles. Sensing and data acquisition techniques, including edge and cloud computing integration. Energy management and storage, focusing on electric vehicle infrastructure and vehicle-to-grid. Data storage and processing strategies for vehicular environments. Business models, opportunities, and challenges associated with Vehicle Computing. Real-world applications and case studies, highlighting best practices and future trends.
AI for Communication
Exploring key advancements such as machine translation, natural language processing, large language models, computational creativity, and social robotics, this book shows how these innovations not only disrupt, but also actively transform, human communication.
Human Interface and the Management of Information
This three-volume set LNCS 14789-14791 constitutes the thoroughly refereed proceedings of the thematic area Human Interface and the Management of Information, HIMI 2024, held as part of the 26th International Conference on Human-Computer Interaction, HCI International 2024 (HCII 2024), was held as a hybrid event in Washington DC, USA, during June/July 2024. The total of 1271 papers and 309 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 5108 submissions. The HIMI conference addressed approaches and objectives of information and data design, retrieval, presentation and visualization, management, and evaluation in human computer interaction in a variety of application domains, such as, for example, learning, work, decision, collaboration, medical support, and service engineering, and much more.
Distributed, Ambient and Pervasive Interactions
This book constitutes the refereed proceedings of the 12th International Conference on Distributed, Ambient and Pervasive Interactions, DAPI 2024, held as part of the 26th International Conference on Human-Computer Interaction, HCI International 2024 (HCII 2024), was held as a hybrid event in Washington DC, USA, during June/July 2024. The total of 1271 papers and 309 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 5108 submissions. The DAPI conference addressed approaches and objectives of information, interaction, and user experience design for DAPI Environments as well as their enabling technologies, methods, and platforms, and relevant application areas. The DAPI 2024 conference covered topics addressing basic research questions and technology issues in the areas of new modalities, immersive environments, smart devices, and much more.
Computer Networking Bootcamp
���� Welcome to the ultimate Computer Networking Bootcamp bundle! ����Are you ready to level up your networking skills and become a master in routing, switching, and troubleshooting? Look no further! ��������Introducing the Computer Networking Bootcamp bundle, your one-stop solution for mastering the intricacies of computer networking. ����With four comprehensive books packed with valuable insights and practical techniques, this bundle is designed to take you from beginner to expert in no time. �������� Book 1: Networking Fundamentals: A Beginner's Guide to Routing Essentials- Perfect for newcomers, this book covers the basics of network architecture, routing essentials, and more. Lay a solid foundation for your networking journey!���� Book 2: Switching Strategies: Intermediate Techniques for Network Optimization- Dive deeper into switching techniques like VLANs, spanning tree protocols, and EtherChannel. Optimize your network's performance and scalability like a pro!���� Book 3: Advanced Routing Protocols: Mastering Complex Network Configurations- Ready to tackle complex network configurations? Learn the ins and outs of OSPF, EIGRP, and BGP to design, implement, and troubleshoot robust routing solutions.���� Book 4: Troubleshooting Mastery: Expert Solutions for Resolving Network Challenges- Network issues got you down? Fear not! With real-world scenarios and expert troubleshooting strategies, you'll learn how to diagnose and resolve challenges with ease.Why choose the Computer Networking Bootcamp bundle? ✅ Comprehensive coverage of routing, switching, and troubleshooting. ✅ Suitable for beginners and experienced professionals alike. ✅ Practical examples and real-world scenarios for hands-on learning. ✅ Expert insights from seasoned networking professionals. ✅ Everything you need to succeed in today's dynamic IT landscape.Don't miss out on this opportunity to become a networking guru! Get your hands on the Computer Networking Bootcamp bundle today and take your skills to the next level. ��������Order now and embark on your journey to networking excellence! ����
Dionysos Speed
As the digitization of every aspect of existence grows more pervasive and absolute, from the monitoring of thought to the tracking even of genitals, the central nervous system of the human body has been completely rewired. In the mapping of space-time, the species has moved into a state of total possession, of the enslavement of its drives, imagination, and will. Through this virtualization of life, the society of the spectacle has reached a point of unparalleled monstrosity, with the simulacrum usurping reality itself. The species is divided between the digitalists who see the technologization of the human as its natural evolutionary development, and those who stand against them.​At this epochal crux, an enigmatic faction of anonymous figures engages in coordinated global poetic acts of destruction and creation, ludic and radical capers, dismantling machines of control and surveillance. The society of the spectacle is thereby short-circuited, scrambled, cut-up via skirmishes, d矇tournements, and other subversive acts of havoc wreaking, interruption, and sabotage. Can these dice throws overturn all the mediums of control and enslavement? As time grows more and more constricted, the serendipities and transfigurations of human life suffer swift evisceration. In the midst of this, the anonymous clowns of revolt seek to resurrect the moments and marvels when great forces open up the boundless and the limitless, creating combustion engines of play so as to generate new hemispheres of possibility.​Written as a burst of epigrammatic sequences, like Molotov cocktails arriving from elsewhere, Dionysos Speed is a series of erupting geysers, comets flashing thru space and dispersing new forces. Akin to a Heraclitean fire machine, this book is an act meant to give birth once again to dissonant desire through the powers of the dice throw, a machine forged to release by way of its ludic freedom the vital forces of the cosmos.
Mood and Mobility
An argument that as we engage with social media on our digital devices we receive, modify, intensify, and transmit moods. We are active with our mobile devices; we play games, watch films, listen to music, check social media, and tap screens and keyboards while we are on the move. In Mood and Mobility, Richard Coyne argues that not only do we communicate, process information, and entertain ourselves through devices and social media; we also receive, modify, intensify, and transmit moods. Designers, practitioners, educators, researchers, and users should pay more attention to the moods created around our smartphones, tablets, and laptops. Drawing on research from a range of disciplines, including experimental psychology, phenomenology, cultural theory, and architecture, Coyne shows that users of social media are not simply passive receivers of moods; they are complicit in making moods. Devoting each chapter to a particular mood--from curiosity and pleasure to anxiety and melancholy--Coyne shows that devices and technologies do affect people's moods, although not always directly. He shows that mood effects are transitional; different moods suit different occasions, and derive character from emotional shifts. Furthermore, moods are active; we enlist all the resources of human sociability to create moods. And finally, the discourse about mood is deeply reflexive; in a kind of meta-moodiness, we talk about our moods and have feelings about them. Mood, in Coyne's distinctive telling, provides a new way to look at the ever-changing world of ubiquitous digital technologies.
Active Machine Learning with Python
Use active machine learning with Python to improve the accuracy of predictive models, streamline the data analysis process, and adapt to evolving data trends, fostering innovation and progress across diverse fieldsKey FeaturesLearn how to implement a pipeline for optimal model creation from large datasets and at lower costsGain profound insights within your data while achieving greater efficiency and speedApply your knowledge to real-world use cases and solve complex ML problemsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionBuilding accurate machine learning models requires quality data-lots of it. However, for most teams, assembling massive datasets is time-consuming, expensive, or downright impossible. Led by Margaux Masson-Forsythe, a seasoned ML engineer and advocate for surgical data science and climate AI advancements, this hands-on guide to active machine learning demonstrates how to train robust models with just a fraction of the data using Python's powerful active learning tools.You'll master the fundamental techniques of active learning, such as membership query synthesis, stream-based sampling, and pool-based sampling and gain insights for designing and implementing active learning algorithms with query strategy and Human-in-the-Loop frameworks. Exploring various active machine learning techniques, you'll learn how to enhance the performance of computer vision models like image classification, object detection, and semantic segmentation and delve into a machine AL method for selecting the most informative frames for labeling large videos, addressing duplicated data. You'll also assess the effectiveness and efficiency of active machine learning systems through performance evaluation.By the end of the book, you'll be able to enhance your active learning projects by leveraging Python libraries, frameworks, and commonly used tools.What you will learnMaster the fundamentals of active machine learningUnderstand query strategies for optimal model training with minimal dataTackle class imbalance, concept drift, and other data challengesEvaluate and analyze active learning model performanceIntegrate active learning libraries into workflows effectivelyOptimize workflows for human labelersExplore the finest active learning tools available todayWho this book is forIdeal for data scientists and ML engineers aiming to maximize model performance while minimizing costly data labeling, this book is your guide to optimizing ML workflows and prioritizing quality over quantity. Whether you're a technical practitioner or team lead, you'll benefit from the proven methods presented in this book to slash data requirements and iterate faster.Basic Python proficiency and familiarity with machine learning concepts such as datasets and convolutional neural networks is all you need to get started.Table of ContentsIntroducing Active Machine LearningDesigning Query Strategy FrameworksManaging the Human in the LoopApplying Active Learning to Computer VisionLeveraging Active Learning for Big DataEvaluating and Enhancing EfficiencyUtilizing Tools and Packages for Active Learning
Secure Continuous Delivery on Google Cloud
Build an end-to-end continuous delivery pipeline on Google Cloud and secure your software supply chain using GCP tools and services including Cloud Code, Cloud Workstations, Cloud Build, Artifact Registry, and Cloud DeployKey FeaturesGain hands-on experience building an end-to-end software delivery pipeline using Google Cloud servicesDeploy your applications on GKE, Cloud Run, and across hybrid and multi-cloud environmentsSecure pipelines with artifact scanning, dependency vulnerability checks, signed provenance, and admission controlPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionContinuous delivery, a cornerstone of modern software engineering, facilitates quick and secure software delivery using a robust toolkit encompassing automated builds, testing, source code management, artifact storage, and deployment. Whether you integrate tools from different providers or use a set of managed services from a single cloud provider, the goal is to streamline setup, integration, and management. This book focuses on continuous delivery on Google Cloud.Starting with an introduction to continuous delivery and secure software supply chain concepts, this book uses hands-on exercises to demonstrate how to continuously test your application with Skaffold and Cloud Code, leverage AI-assisted code generation with Cloud Code and Cloud Workstations, and automate your continuous integration with Cloud Build. You'll see how to store and scan your software artifacts on Artifact Registry, orchestrate deployments with Cloud Deploy, and release your software on GKE and Cloud Run, configured to admit only trusted code. Using an example application, you'll implement tools for creating an end-to-end delivery pipeline using Google Cloud services.By the end of this book, you'll be able to build a secure software delivery pipeline from development to production using Google Cloud managed services and best practices.What you will learnCreate an end-to-end continuous delivery pipeline using Cloud Build, Artifact Registry, and Cloud DeployDevelop, build, and deploy container-based applications with Skaffold and Cloud CodeExperiment with AI-assisted code generation in Cloud CodeAutomate continuous integration with Cloud Build triggersAutomate deployment on GKE and Cloud Run through Cloud DeployEnhance pipeline security with Artifact Analysis, Binary Authorization, and SLSAApply best practices, including logging and monitoringWho this book is forThis book is for DevOps, Platform, and Cloud Engineers tasked with managing application deployment and creating continuous delivery pipelines who want to automate workflows in a fully managed, scalable, and secure platform. Software developers involved in application delivery and interested in harnessing Google Cloud tools to optimize development flow status and feedback loop will also find this book useful. Prior knowledge of Google Cloud fundamentals (including Cloud APIs and IAM), software delivery, containerization, and Kubernetes will enhance the reading experience.Table of ContentsIntroducing Continuous Delivery and Software Supply Chain SecurityUsing Skaffold for Development, Build, and DeployDeveloping and Testing with Cloud CodeSecuring Your Code with Cloud WorkstationsAutomating Continuous Integration with Cloud BuildSecurely Store Your Software on Artifact RegistryExploring Runtimes - GKE, GKE Enterprise, and Cloud RunAutomating Software Delivery Using Cloud DeploySecuring Your Runtimes with Binary AuthorizationDemonstrating an End-to-End Software Delivery Pipeline(N.B. Please use the Look Inside option to see further chapters)
AI Literacy Fundamentals
Feeling overwhelmed by AI? It's not you-it's the breakneck speed of technological progress. To quickly get into the AI conversation, you need a clear and simple foundation of knowledge to build on. This book is a friendly primer on the basic concepts of AI, how it's already snuck into our daily lives, and what we need to know to prepare for the future.Ben Jones, an expert at breaking down technical concepts from teaching thousands of people the basics of data literacy, lays out everything you need to know to join the AI conversation, from the history of AI to the deep learning revolution happening today. This technology is here to stay. Time for you to pull a seat up to the table.Praise for AI Literacy Fundamentals: "I can't think of a better written and more thoroughly researched introduction to the fundamental concepts of AI Literacy than Ben's wonderful book. I cannot recommend it enough. Read. Be inspired. Be ready for our changing world." -James Wilson, author of Artificial Negligence
Artificial Intelligence Applications in a Pandemic
The book demonstrates unique and useful applications of AI, in particular COVID-19 and examines the challenges in the advancement of artificial intelligence in advance medical science. It will be useful to undergrad and postgraduate students, analysts, academicians, and high quality researches between digital healthcare technologies.
Technical Writing for Software Developers
Elevate your software development process with expert technical writing skills, fostering clarity, collaboration, and successful product outcomesKey FeaturesOptimize documentation workflows with collaborative version-controlled "docs-as-code" tooling optionsEngage with interactive learning modules embedded throughout the bookImprove software quality as a lead developer through effective communication in documentationPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionEffective documentation is key to the success of products in remote software development teams, facilitating clear instructions that benefit the entire development team. Technical Writing for Software Developers lays a solid foundation of essential grammar, providing language tips and explaining how precise writing enhances documentation, and walks you through the fundamental types and styles of documentation.Starting with an exploration of the current state of the tech writing industry and its significance in both the software and hardware realms, you'll master the building blocks of technical writing, exploring tooling choices and style guides, and create dynamic multimedia-laden documentation. This book equips you with valuable insights into the writing and feedback process to ensure continuous improvement. Additionally, you'll take a peek at the emerging trends and technologies, including AI tools, shaping the future of technical writing.By the end of this technical writing book, you'll have developed the expertise you need to tackle documentation requests effectively, armed with the knowledge of the best approach for documenting any topic, encompassing text, media elements, structure, and appropriate tools. The skills acquired will enable you to achieve seamless teamwork, enhanced project efficiency, and successful software development.What you will learnCreate engaging multimedia-rich documentationUnderstand the types and styles of documentationDiscover grammar and language tips for clear communicationStreamline your documentation process with the right tooling choiceMaster the writing and feedback process for continuous improvementExplore automation techniques for efficient documentation workflowsEmbrace AI-powered tools for enhanced technical writingWho this book is forThis book is for software developers who want to improve their technical writing prowess. Whether you are a junior developer looking to refine your documentation skills or a professional striving for smoother collaboration, this resource equips you with all the essential knowledge and practical insights you need. Covering everything from creating clear documentation to enhancing career prospects, this book caters to a diverse range of software developers, including programmers, software architects, and software engineers looking to streamline the product development process and save time.Table of ContentsThe Why, Who, and How of Tech WritingUnderstanding Different Types of Documentation in Software DevelopmentLanguage and the Fundamental Mechanics of ExplainingPage Structure and How It Aids ReadingThe Technical Writing ProcessSelecting the Right Tools for Efficient Documentation CreationHandling Other Content Types for Comprehensive DocumentationCollaborative Workflows with Automated Documentation ProcessesOpportunities to Enhance Documentation with AI Tools
Mastering Prometheus
Learn how to effectively implement, manage, and optimize Prometheus for monitoring your systemsKey Features- Achieve high availability with Prometheus by using Thanos- Integrate Prometheus into your broader observability stack with OpenTelemetry- Tweak, tune, and debug Prometheus to reliably scale without limits- Purchase of the print or Kindle book includes a free PDF eBookBook DescriptionWith an increased focus on observability and reliability, establishing a scalable and reliable monitoring environment is more important than ever. Over the last decade, Prometheus has emerged as the leading open-source, time-series based monitoring software catering to this demand. This book is your guide to scaling, operating, and extending Prometheus from small on-premises workloads to multi-cloud globally distributed workloads and everything in between.Starting with an introduction to Prometheus and its role in observability, the book provides a walkthrough of its deployment. You'll explore Prometheus's query language and TSDB data model, followed by dynamic service discovery for monitoring targets and refining alerting through custom templates and formatting. The book then demonstrates horizontal scaling of Prometheus via sharding and federation, while equipping you with debugging techniques and strategies to fine-tune data ingestion. Advancing through the chapters, you'll manage Prometheus at scale through CI validations and templating with Jsonnet, and integrate Prometheus with other projects such as OpenTelemetry, Thanos, VictoriaMetrics, and Mimir.By the end of this book, you'll have practical knowledge of Prometheus and its ecosystem, which will help you discern when, why, and how to scale it to meet your ever-growing needs.What you will learn- Deploy Prometheus and Node Exporter to public clouds and Kubernetes- Gain in-depth knowledge of how Prometheus's underlying code works- Build your own custom service-discovery providers for Prometheus- Debug Prometheus performance issues to identify cardinality issues in your environment- Use VictoriaMetrics and/or Grafana Mimir for remote storage of Prometheus data- Define and implement SLO-based alertingWho this book is forThe book is for site reliability engineers (SREs), developers, and platform engineers involved in the monitoring and observability of their team or company's systems. A background in Prometheus is assumed, so the book dedicates minimal time to the basics of getting Prometheus up and running. Whether you aim to expand monitoring capabilities, streamline configuration management, or enhance integration with existing tools, this book will help you maximize the potential of your Prometheus monitoring stack.Table of Contents- Observability, Monitoring, and Prometheus- Deploying Prometheus- The Prometheus Data Model and PromQL- Using Service Discovery- Effective Alerting with Prometheus- Advancing Prometheus: Sharding, Federation, and HA- Optimizing and Debugging Prometheus- Enabling Systems Monitoring with the Node Exporter- Utilizing Remote Storage Systems with Prometheus- Extending Prometheus Globally with Thanos- Jsonnet and Monitoring Mixins- Utilizing Continuous Integration (CI) Pipelines with Prometheus- Defining and Alerting on SLOs- Integrating OpenTelemetry with Prometheus- Beyond Prometheus
Dancing with Qubits - Second Edition
Unlock the core math and understand the technical nuances of quantum computing in this detailed guide. Delve into the practicality of NISQ algorithms, and survey promising advancements in quantum machine learning.Key Features- Discover how quantum computing works and delve into the math behind it with practical examples- Learn about and assess the most up-to-date quantum computing topics including quantum machine learning- Explore the inner workings of existing quantum computing technologies to understand how they may perform significantly better than their classical counterpartsBook DescriptionDancing with Qubits, Second Edition, is a comprehensive quantum computing textbook that starts with an overview of why quantum computing is so different from classical computing and describes several industry use cases where it can have a major impact. A full description of classical computing and the mathematical underpinnings of quantum computing follows, helping you better understand concepts such as superposition, entanglement, and interference. Next up are circuits and algorithms, both basic and sophisticated, as well as a survey of the physics and engineering ideas behind how quantum computing hardware is built. Finally, the book looks to the future and gives you guidance on understanding how further developments may affect you.This new edition is updated throughout with more than 100 new exercises and includes new chapters on NISQ algorithms and quantum machine learning.Understanding quantum computing requires a lot of math, and this book doesn't shy away from the necessary math concepts you'll need. Each topic is explained thoroughly and with helpful examples, leaving you with a solid foundation of knowledge in quantum computing that will help you pursue and leverage quantum-led technologies.What you will learn- Explore the mathematical foundations of quantum computing- Discover the complex, mind-bending concepts that underpin quantum systems- Understand the key ideas behind classical and quantum computing- Refresh and extend your grasp of essential mathematics, computing, and quantum theory- Examine a detailed overview of qubits and quantum circuits- Dive into quantum algorithms such as Grover's search, Deutsch-Jozsa, Simon's, and Shor's- Explore the main applications of quantum computing in the fields of scientific computing, AI, and elsewhereWho this book is forDancing with Qubits, Second Edition, is a quantum computing textbook for all those who want to understand and explore the inner workings of quantum computing. This entails building up from basic to some sophisticated mathematics and is therefore best suited for those with a healthy interest in mathematics, physics, engineering, or computer science.Table of Contents- Why Quantum Computing- They're Not Old, They're Classics- More Numbers than You Can Imagine- Planes and Circles and Spheres, Oh My- Dimensions- What Do You Mean "Probably"?- One Qubit- Two Qubits, Three- Wiring Up the Circuits- From Circuits to Algorithms- Getting Physical- Considering NISQ Algorithms- Introduction to Quantum Machine Learning- Questions about the Future
A First Course on Cloud-Based Microservices
Companies today are undergoing digital transformation to build agile IT infrastructures that not only provide traditional IT support functions, but also enable innovation in business operations and planning. Rather than custom solutions that lock them into legacy systems, companies want flexible and cost-effective solutions that leverage the cloud's potential. Migrating to the cloud opens exciting new opportunities. Microservices architecture offers a way to realize complex, cloud-native systems by decomposing functionality into numerous independent services that work together. This reduces overall complexity, allows quicker changes to meet shifting business needs, and enables efficient scaling for performance and reliability. Microservices are especially well-suited for cloud platforms and facilitate reorganization of development and operations (DevOps) methods to suit faster delivery schedules. However, a gap exists between academic coverage of microservices patterns and actual deployment of microservices-based solutions on real cloud platforms. Many excellent resources focus on architectural principles but do not provide clear guidance on implementation. Conversely, books on specific cloud providers emphasize hands-on skills but fail to provide foundational knowledge to evaluate solutions properly or transfer learning across platforms. This textbook bridges the gap by enabling readers to rapidly grasp microservices concepts and then deploy practical microservices applications on real cloud platforms. With hundreds of figures and tested code samples, we offer a rigorous, hype-free guide to developing robust cloud-native apps. The book meets the need for educational programs at colleges and universities to train the next generation of cloud solutions architects and DevOps engineers. It accompanies cloud computing curricula and certification programs where students seek valuable hands-on experience on commercial cloud platforms to complement conceptual knowledge. The typical reader is a senior undergraduate or beginning graduate student in science, technology, engineering, or mathematics (STEM) fields who has completed introductory programming courses. The book provides the necessary guidance and knowledge for readers to develop working code for cloud-based microservices applications. We believe augmenting traditional classroom learning with practical coding exercises significantly enhances the learning process. Additional student support resources are available on the book's companion website. The textbook comprises twelve chapters delivering in-depth coverage of key concepts, technologies, and architectural patterns for cloud-based microservices. Our competency development approach aims to equip readers with practical skills rather than dwell on theory covered adequately elsewhere. We offer a book that allows readers to quickly understand what microservices are and then deploy them on real cloud platforms, while providing the necessary technical background to guide them to improve their understanding and competency in evaluating and using cloud-based platforms.
