Immersive Realm of Extended Reality
Virtual and extended reality technologies have come a long way since their inception, and today, they are poised to change how we work, learn, and interact with the world. From gaming and entertainment to education, healthcare, and beyond, these technologies have the potential to revolutionize many aspects of our lives. Understand the advancement of VR hardware, then master immersive design principles and analyze the powerful role of AI in XR. Explore the frontiers of VR/AR applications, from revolutionizing healthcare with virtual surgery simulations to bringing history to life with interactive AR experiences. Learn the business landscape of VR/AR, perfect the ethical considerations, and gain a deep understanding of the technical workings behind these incredible technologies. With practical guidance on building VR apps in Unity and monetizing your creations.
High Performance SRE
This book is a must-read, providing insights into SRE principles for beginners and experienced professionals. Study the fundamentals and evolution of SRE, gaining a solid foundation for success in today's tech-centric world. Starting with the fundamentals, it expands into the evolution of SRE from traditional IT roles, laying a solid foundation for understanding its pivotal role in today's tech-driven world. The core of the book focuses on practical strategies and advanced techniques. Readers will learn about automating tasks, effective incident management, setting realistic service level objectives, and managing error budgets. These topics are crucial for maintaining system reliability while fostering innovation. Additionally, the book emphasizes performance optimization and scalability, ensuring that systems run smoothly and adapt and grow effectively.
Edge Computing with Amazon Web Services
Build scalable, cost-effective, high-performance, and secure architectures using AWS Outposts, AWS Local Zones, AWS Wavelength, and AWS Snow services guided by best practices and practical examplesKey FeaturesTake advantage of the opportunities and challenges arising from the exponential growth of connected devicesUse AWS edge compute services to extend your applications to wherever they are neededFollow guided tutorials for building an IIoT gateway and a distributed edge application with AWS servicesPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionThe surge in connected edge devices has driven organizations to capitalize on the opportunities presented by the massive amounts of data generated by these devices. However, adapting to this landscape demands significant changes in application architectures.This book serves as your guide to edge computing fundamentals, shedding light on the constraints and risks inherent in selecting solutions within this domain. You'll explore an extensive suite of edge computing services from AWS, gaining insights into when and how to use AWS Outposts, AWS Wavelength, AWS Local Zones, AWS Snow Family, and AWS IoT Greengrass. With detailed use cases, technical requirements, and architectural patterns, you'll master the practical implementation of these services and see how they work in real life through step-by-step examples, using the AWS CLI and AWS Management Console. To conclude, you'll delve into essential security and operational considerations to maximize the value delivered by AWS services.By the end of this book, you'll be ready to design powerful edge computing architectures and handle complex edge computing use cases across multiple AWS services.What you will learnOvercome network challenges faced at the near and far edgeLeverage services in over 450 points of presence at the edge of the AWS global backboneDeploy edge solutions in disconnected scenarios using AWS Snow FamilyBuild multi-access edge (MEC) solutions with 5G and AWS WavelengthReduce latency for your users with AWS Local ZonesConfigure AWS Snowcone as an IIoT gateway with AWS IoT GreengrassExtend your AWS VPC into your on-premise data center with AWS OutpostsDeploy distributed applications for core, near, and far edge cloud servicesWho this book is forThis book is designed for cloud architects, cloud engineers, solutions architects, and IoT architects tasked with building edge compute solutions using AWS. If you want to master the full range of edge computing services offered by AWS, this book is for you. A basic understanding of AWS services and networking is assumed.Table of ContentsGetting Started with Edge Computing on AWSUnderstanding Network and Security for Near Edge ComputingUnderstanding Network and Security for Far Edge ComputingAddressing Disconnected Scenarios with AWS Snow FamilyIncorporating AWS Outposts into Your On Premises DatacenterLowering First-Hop Latency with AWS Local ZonesUsing AWS Wavelength Zones on Public 5G NetworksUtilizing the Capabilities of the AWS Global NetworkArchitecting for Disconnected Edge Computing ScenariosBuilding Multi-Access Edge Architectures (MEC)Addressing the Requirements of Immersive Experiences with AWSConfiguring an AWS Snowcone to be an IoT GatewayDeploying a Distributed OpenRAN NFV to the AWS CloudExploring the Future of AWS Edge Computing Services
Artificial Intelligence
Artificial Intelligence (AI) plays a key role in crime and prevention, armed conflicts, and in the criminal and civil justice system development. This edited volume provides a cross-disciplinary approach, with contributions from legal and IT specialists, on a range of issues relating to uses, restrictions, and regulation of AI in law enforcement, warfare, and justice.Through a series of examples, international experts discuss the effect of AI on preventing crimes, and in the development of weapons and military strategies. This work also explains how AI can benefit the enforcement and justice system and the creation of a fairest judicial system that respects human rights without bias.Contributions include: The use of Artificial Intelligence (AI) by criminals; Law enforcement trade-offs between Privacy and Safety; The use of Unmanned Vehicles; The first AI war; Regulation of Autonomous Weapon Systems in warfare; Automated Justice; AI and Discrimination; and the use of AI in Judicial Appeals.
Certified Kubernetes Administrator (CKA) Exam Guide
Conquer the CNCF Certified Kubernetes Administrator (CKA) examDESCRIPTION Kubernetes is the de facto industry-standard for production-grade container orchestration. The CNCF Certified Kubernetes Administrator (CKA) Certification is an in-demand, industry-recognised benchmark denoting the holder as possessing the expertise required to create, secure, manage and troubleshoot Kubernetes clusters. The CNCF CKA exam is a fully hands-on, command line based assessment. This guide structure follows the CKA curriculum. Start with need-to-know Kubernetes concepts and implementation details using hands-on code examples and command line walkthroughs. You will explore core concepts including cluster architecture, installation and configuration. As the book progresses, you will master security principles with RBAC, confidently deploy and manage applications, and explore the intricacies of Kubernetes storage and networking. The following chapters on Troubleshooting and Exam Preparation provide important exam and assessment environment hints and tips, command line techniques and crucial exam strategies. The final two chapters present full-length CKA practice exams with fully-worked exam-grade solutions. This pragmatic blend of theory, worked examples, and analysis techniques ensures the reader is primed to be successful in the real Certified Kubernetes Administrator (CKA) exam.WHAT YOU WILL LEARN● The skills and knowledge required to professionally administer Kubernetes clusters.● Understanding of Kubernetes command line examples and task walkthroughs.● Insight from detailed fully-worked solutions for two CKA practice exams.● Working details for the CNCF CKA exam environment.● How to manage Kubernetes clusters with precision and control.WHO THIS BOOK IS FORThis book is for cloud application developers, devops engineers, cloud architects and datacentre administrators who want to conquer the CNCF CKA exam, certifying their Kubernetes skills in the marketplace.
VMware Cloud on AWS Blueprint
Explore use cases and best practices to seamlessly migrate and scale legacy enterprise-grade applications running on on-premises vSphere environments to VMware Cloud SDDCs running on AWS infrastructureKey FeaturesUnderstand data center extension, migration, disaster recovery, and app modernization through a variety of use casesBecome an expert at configuring, automating, and troubleshooting VMC on AWS SDDCImplement design considerations, best practices, and onboarding preflight checklist for optimal performance on VMC on AWSPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionIf you're looking to effortlessly transition from on-premises VMware vSphere environments or capital expenditure (CAPEX) to an agile operational expenditure (OPEX) model, trust the VMware Cloud (VMC) on AWS platform for swift re-platforming of legacy applications into cloud-native framework. This comprehensive guide addresses hybrid cloud challenges, offering detailed solutions within the VMware Cloud on AWS ecosystem.Covering the foundational architecture, software-defined data center (SDDC) components of VMware Cloud on AWS, network and security configurations, and AWS service integrations, this book lays the foundation for you to advance to vCenter management, vSAN storage policies, NSX architecture, compute policies, SDDC console management, and the EDRS mechanism for cluster scaling. You'll also explore integrated services such as VMware HCX for migration, VMware Aria suite, Tanzu Managed Kubernetes, and disaster recovery.Further, the book takes you through VMware Cloud APIs and guides you in managing workloads with VMware Cloud on AWS Outposts. With the help of practical insights, configuration tips, and best practices, you'll unlock the full potential of VMC on AWS.By the end of this book, you'll be equipped to successfully architect and manage VMware Cloud on AWS SDDCs, handling day-to-day operations expertly.What you will learnExamine the foundational architecture components of VMware Cloud on AWS, including vSphere, vSAN, and NSXExplore the various integrated services available within VMware Cloud on AWSDelve into VMware Cloud on AWS SDDC, vCenter, and vSAN optimizationsBuild applications and apply best practices within the VMware Cloud on AWS to manage day-to-day operationsStreamline infrastructure management for VMware Cloud on AWS with Infrastructure as Code (IaC)Extend cloud capabilities to on-premises environments using VMware Cloud on AWS OutpostsWho this book is forThe book is intended for cloud and solutions architects, DevOps engineers, site reliability engineers (SREs), system and network admins, and cloud engineers with experience in on-premises VMware or AWS administration, facilitating the seamless integration of VMware cloud technologies. Prior understanding of cloud computing, virtualization principles, VMware vSphere administration, vSAN, and NSX along with AWS cloud basics will be helpful.Table of ContentsUnderstanding the architecture of VMC on AWS componentsExploring networking, security, and AWS integrations Discovering migration services for VMC on AWS Configuring your first SDDC from scratchConfiguring vCenter, vSAN, and VMC console Understanding Networking and security configurationsExploring add-on services configurationBuilding applications and managing operationsUsing infrastructure as code on VMC on AWSManaging workload sizing and Cloud costsKnowing the best practices, FAQs, and Common pitfallsAppendix- Preflight checklist before onboarding
Efficient Cloud FinOps
Explore cloud economics and cost optimization for Azure, AWS, and GCP with this practical guide covering methods, strategies, best practices, and real-world examples, bridging theory and applicationKey FeaturesLearn cost optimization best practices on different cloud services using FinOps principles and examplesGain hands-on expertise in improving cost estimations and devising cost reduction plans for Azure, AWS, and GCPAnalyze case studies that illustrate the application of FinOps in diverse real-world scenariosPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionIn response to the escalating challenges of cloud adoption, where balancing costs and maximizing cloud values is paramount, FinOps practices have emerged as the cornerstone of fi nancial optimization. This book serves as your comprehensive guide to understanding how FinOps is implemented in organizations worldwide through team collaboration and proper cloud governance.Presenting FinOps from a practical point of view, covering the three phases-inform, optimize, and operate-this book demonstrates an end-to-end methodology for optimizing costs and performing financial management in the cloud. You'll learn how to design KPIs and dashboards for judicious cost allocation, covering key features of cloud services such as reserved instances, rightsizing, scaling, and automation for cost optimization. This book further simplifi es architectural concepts and best practices, enabling you to design superior and more optimized solutions. Finally, you'll discover potential synergies and future challenges, from the integration of artifi cial intelligence to cloud sustainability considerations, to prepare for the future of cloud FinOps.By the end of this book, you'll have built the expertise to seamlessly implement FinOps practices across major public clouds, armed with insights and ideas to propel your organization toward business growth.What you will learnExamine challenges in cloud adoption and cost optimizationGain insight into the integration of FinOps within organizationsExplore the synergies between FinOps and DevOps, IaC, and change managementLeverage tools such as Azure Advisor, AWS CUDOS, and GCP cost reportsEstimate and optimize costs using cloud services key features and best practicesImplement cost dashboards and reports to improve visibility and controlUnderstand FinOps roles and processes crucial for organizational successApply FinOps through real-life examples and multicloud architecturesWho this book is forThis book is for cloud engineers, cloud and solutions architects, as well as DevOps and SysOps engineers interested in learning more about FinOps and cloud financial management for efficiently architecting, designing, and operating software solutions and infrastructure using the public clouds. Additionally, team leads, project managers, and financial teams aiming to optimize cloud resources will also find this book useful. Prior knowledge of cloud computing and major public clouds is assumed.Table of ContentsIntroduction to FinOps PrinciplesUnderstanding How FinOps Fits in Cloud GovernanceDesigning and Executing the Tagging and Naming Convention StrategiesEstimating Cloud Solutions Costs and Initiative SavingsImproving Cost visibility with Dashboards and ReportsImplementing IaaS Compute OptimizationImplementing PaaS and Other Compute Optimization InitiativesImplementing Databases OptimizationImplementing Storage Optimization(N.B. Please use the Look Inside option to see further chapters)
Artificial Intelligence and Machine Learning
This 3-volume set, CCIS 2058-2060 constitutes the First International Conference, on Artificial Intelligence, IAIC 2023, held in Nanjing, China, in November 2023. The 85 full papers presented were carefully reviewed and selected from 428 submissions. The papers are clustered in parts on: Artificial Intelligence and Machine Learning; Data Security and information Security; Computer Networks and IoT. The papers present recent research and developments in artificial intelligence and its applications in machine learning, natural language processing, computer vision, robotics, and ethical considerations.
Computer Networks and Iot
This 3-volume set, CCIS 2058-2060 constitutes the First International Conference, on Artificial Intelligence, IAIC 2023, held in Nanjing, China, in November 2023. The 85 full papers presented were carefully reviewed and selected from 428 submissions. The papers are clustered in parts on: Artificial Intelligence and Machine Learning; Data Security and information Security; Computer Networks and IoT. The papers present recent research and developments in artificial intelligence and its applications in machine learning, natural language processing, computer vision, robotics, and ethical considerations.
Robocup 2023: Robot World Cup XXVI
This book constitutes the proceedings of the 26th RoboCup International Symposium which was held in Bordeaux, France, during July 4-10, 2023. The 25 regular papers included in these proceedings were carefully reviewed and selected from 47 submissions; the volume also includes 11 RoboCup Champions Papers. In addition to presenting the proceedings of the RoboCup 2023 Symposium, the book highlights the approaches of champion teams from the competitions. Due to the complex research challenges set by the RoboCup initiative, the RoboCup International Symposium offers a unique perspective for exploring scientific and engineering principles underlying advanced robotic and AI systems.
Data Science and Information Security
This 3-volume set, CCIS 2058-2060 constitutes the First International Conference, on Artificial Intelligence, IAIC 2023, held in Nanjing, China, in November 2023. The 85 full papers presented were carefully reviewed and selected from 428 submissions. The papers are clustered in parts on: Artificial Intelligence and Machine Learning; Data Security and information Security; Computer Networks and IoT. The papers present recent research and developments in artificial intelligence and its applications in machine learning, natural language processing, computer vision, robotics, and ethical considerations.
Nginx Cookbook
NGINX is one of the most widely used web servers available today, in part because of its capabilities as a load balancer and reverse proxy server for HTTP and other network protocols. This revised cookbook provides easy-to-follow examples of real-world problems in application delivery. Practical recipes help you set up and use either the open source or commercial offering to solve problems in various use cases. For professionals who understand modern web architectures such as n-tier or microservice designs and common web protocols such as TCP and HTTP, these recipes include proven solutions for security and software load balancing and for monitoring and maintaining NGINX's application delivery platform. You'll also explore advanced features of both NGINX and NGINX Plus, the free and licensed versions of this server. You'll find recipes for: High-performance load balancing with HTTP, TCP, and UDP Securing access through encrypted traffic, secure links, HTTP authentication subrequests, and more Deploying NGINX to Google, AWS, and Azure Cloud Services NGINX Plus as a service provider in a SAML environment HTTP/3 (QUIC), OpenTelemetry, and the njs module
MLOps with Red Hat OpenShift
Build and manage MLOps pipelines with this practical guide to using Red Hat OpenShift Data Science, unleashing the power of machine learning workflowsKey FeaturesGrasp MLOps and machine learning project lifecycle through concept introductionsGet hands on with provisioning and configuring Red Hat OpenShift Data ScienceExplore model training, deployment, and MLOps pipeline building with step-by-step instructionsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionMLOps with OpenShift offers practical insights for implementing MLOps workflows on the dynamic OpenShift platform. As organizations worldwide seek to harness the power of machine learning operations, this book lays the foundation for your MLOps success. Starting with an exploration of key MLOps concepts, including data preparation, model training, and deployment, you'll prepare to unleash OpenShift capabilities, kicking off with a primer on containers, pods, operators, and more.With the groundwork in place, you'll be guided to MLOps workflows, uncovering the applications of popular machine learning frameworks for training and testing models on the platform.As you advance through the chapters, you'll focus on the open-source data science and machine learning platform, Red Hat OpenShift Data Science, and its partner components, such as Pachyderm and Intel OpenVino, to understand their role in building and managing data pipelines, as well as deploying and monitoring machine learning models.Armed with this comprehensive knowledge, you'll be able to implement MLOps workflows on the OpenShift platform proficiently.What you will learnBuild a solid foundation in key MLOps concepts and best practicesExplore MLOps workflows, covering model development and trainingImplement complete MLOps workflows on the Red Hat OpenShift platformBuild MLOps pipelines for automating model training and deploymentsDiscover model serving approaches using Seldon and Intel OpenVinoGet to grips with operating data science and machine learning workloads in OpenShiftWho this book is forThis book is for MLOps and DevOps engineers, data architects, and data scientists interested in learning the OpenShift platform. Particularly, developers who want to learn MLOps and its components will find this book useful. Whether you're a machine learning engineer or software developer, this book serves as an essential guide to building scalable and efficient machine learning workflows on the OpenShift platform.Table of ContentsIntroduction to MLOps and OpenShiftProvisioning an MLOps platform in the CloudBuilding Machine Learning ModelsEmbedding ML Models into the ApplicationsDeploying ML Models as a ServiceOperating ML workloadsBuilding a face detector using the Red Hat ML Platform
Neural Network Programming
Unlock the Power of AI with Our Neural Network Programming Book BundleAre you ready to embark on a journey into the exciting world of artificial intelligence? Do you dream of mastering the skills needed to create cutting-edge AI systems that can revolutionize industries and change the future? Look no further than our comprehensive book bundle, "Neural Network Programming: How to Create Modern AI Systems with Python, TensorFlow, and Keras."Why Choose Our Book Bundle?In this era of technological advancement, artificial intelligence is at the forefront of innovation. Neural networks, a subset of AI, are driving breakthroughs in fields as diverse as healthcare, finance, and autonomous vehicles. To harness the full potential of AI, you need knowledge and expertise. That's where our book bundle comes in.What You'll Gain- Book 1 - Neural Network Programming for Beginners: If you're new to AI, this book is your perfect starting point. Learn Python, TensorFlow, and Keras from scratch and build your first AI systems. Lay the foundation for a rewarding journey into AI development.- Book 2 - Advanced Neural Network Programming: Ready to take your skills to the next level? Dive deep into advanced techniques, fine-tune models, and explore real-world applications. Master the intricacies of TensorFlow and Keras to tackle complex AI challenges.- Book 3 - Neural Network Programming: Beyond the Basics: Discover the world beyond fundamentals. Explore advanced concepts and cutting-edge architectures like Convolutional Neural Networks (CNNs) and Generative Adversarial Networks (GANs). Be prepared to innovate in AI research and development.- Book 4 - Expert Neural Network Programming: Elevate yourself to expert status. Dive into quantum neural networks, ethical AI, model deployment, and the future of AI research. Push the boundaries of AI development with advanced Python, TensorFlow, and Keras techniques.Don't miss this opportunity to unlock the power of AI. Invest in your future today with "Neural Network Programming: How to Create Modern AI Systems with Python, TensorFlow, and Keras." Start your journey into the exciting world of artificial intelligence now!
Laws of UX
An understanding of psychology-specifically the psychology behind how users behave and interact with digital interfaces-is perhaps the single most valuable nondesign skill a designer can have. The most elegant design can fail if it forces users to conform to the design instead of working within the "blueprint" of how humans perceive and process the world around them. This practical guide explains how you can apply key principles of psychology to build products and experiences that are more human-centered and intuitive. Author Jon Yablonski deconstructs familiar apps and experiences to provide clear examples of how UX designers can build interfaces that adapt to how users perceive and process digital interfaces. You'll learn: How aesthetically pleasing design creates positive responses The principles of psychology most useful for designers How these psychology principles relate to UX heuristics Predictive models including Fitts's law, Jakob's law, and Hick's law Ethical implications of using psychology in design A practical framework for applying principles of psychology in your design process This updated edition includes an even deeper connection to the underlying psychological concepts that govern the principles explored in the book, along with accompanying UX methods and techniques. Examples have been updated to ensure the deconstructed apps and experiences remain familiar and relevant.
How to Guard Against Adware and Spyware
How to Guard Against Spyware and Adware The Complete Guide To Adware And Spyware Removal And Protection On Your Computer What is meant by spyware? Adware: what is it? Since everyone who uses the internet is either inundated with material about items that can help guard against these two things or gets so much spam that they have to remove it from their system, you have undoubtedly heard of them. Although spyware and adware are two different things, they can be combined for a single purpose. That is to say, they are ruthless in their ability to harm both you and your machine. You still have a lot of options for protecting yourself from these issues. There are two parts to the solution. Any spyware or adware that may be hiding on your computer right now has to be removed. After that, you must take precautions to keep it from reentering your system. This book contains all of the information and solutions you require.
Unifying Business, Data, and Code
In the modern symphony of business, each section-from the technical to the managerial-must play in harmony. Authors Ron Itelman and Juan Cruz Viotti introduce a bold methodology to synchronize your business and technical teams, transforming them into a single, high-performing unit. Misalignment between business and technical teams halts innovation. You'll learn how to transcend the root causes of project failure-the ambiguity, knowledge gaps, and blind spots that lead to wasted efforts. The unifying methodology in this book will teach you these alignment tools and more: The four facets of data products: A simple blueprint that encapsulates data and business logic helps eliminate the most common causes of wasted time and misunderstanding The concept compass: An easy way to identify the biggest sources of misalignment Success spectrums: Define the required knowledge and road map your team needs to achieve success JSON Schema: Leverage JSON and JSON Schema to technically implement the strategy at scale, including extending JSON Schema with custom keywords, understanding JSON Schema annotations, and hosting your own schema registry Data hygiene: Learn how to design high-quality datasets aligned with creating real business value, and protect your organization from the most common sources of pain
Microsoft Azure Fundamentals Certification and Beyond - Second Edition
Advance your career by learning how to apply Azure Fundamentals effectively with this comprehensive guide, accompanied by web-based tools such as mock exams, flashcards, and hands-on activitiesKey FeaturesMaster the fundamentals of Azure through a comprehensive exploration of compute, network, and storage servicesLearn essential tools and strategies for securing, governing, and administering Azure effectivelyUse the mobile-friendly bonus website that comes with the book to gain ample practice on the goBook DescriptionMicrosoft Azure Fundamentals Certification and Beyond, Second Edition, combines the comprehensive cloud fundamentals book with Packt's powerful exam training platform, offering a holistic learning experience designed to help you not just ace the AZ-900 exam but also apply that knowledge to excel in your career.Guiding you in building robust foundational knowledge of the Microsoft Azure cloud platform, this book helps you prepare for the AZ-900 exam confidently. The online content, included with every purchase, will help you memorize key concepts and assess your exam readiness.Starting with an introduction to cloud computing and its advantages, the book systematically guides you through Azure architecture and services before progressing to management and governance within Azure. The online platform unlocks unlimited access to mock exams with exam-like timers, detailed solutions for each question, interactive flashcards, exam tips, and interactive activities-all accessible from your computer, tablet, and smartphone.By the end of this book, you'll be well prepared to pass the AZ-900 exam and have the foundational knowledge to delve into advanced cloud concepts.What you will learnBecome proficient in foundational cloud conceptsDevelop a solid understanding of core components of the Microsoft Azure cloud platformGet to grips with Azure's core services, deployment, and management toolsImplement security concepts, operations, and posture managementExplore identity, governance, and compliance featuresGain insights into resource deployment, management, and monitoringWho this book is forThis Azure fundamentals book is for individuals with technical or non-technical backgrounds who want to learn and explore the field of cloud computing with Microsoft Azure. There are no prerequisites to get started, only a willingness to learn and explore cloud concepts and Microsoft Azure.Table of ContentsIntroduction to Cloud ComputingThe benefits of using cloud servicesAzure core architectural componentsAzure core ResourcesAzure Identity and AccessAzure SecurityAzure Cost ManagementAzure Governance and ComplianceAzure Resource Deployment and ManagementAzure Monitoring Tools
A Hacker's Mind
A hack is any means of subverting a system's rules in unintended ways. The tax code isn't computer code, but a series of complex formulas. It has vulnerabilities; we call them "loopholes." We call exploits "tax avoidance strategies." And there is an entire industry of "black hat" hackers intent on finding exploitable loopholes in the tax code. We call them accountants and tax attorneys.In A Hacker's Mind, Bruce Schneier takes hacking out of the world of computing and uses it to analyze the systems that underpin our society: from tax laws to financial markets to politics. He reveals an array of powerful actors whose hacks bend our economic, political, and legal systems to their advantage, at the expense of everyone else.Once you learn how to notice hacks, you'll start seeing them everywhere--and you'll never look at the world the same way again. Almost all systems have loopholes, and this is by design. Because if you can take advantage of them, the rules no longer apply to you.Unchecked, these hacks threaten to upend our financial markets, weaken our democracy, and even affect the way we think. And when artificial intelligence starts thinking like a hacker--at inhuman speed and scale--the results could be catastrophic.But for those who would don the "white hat," we can understand the hacking mindset and rebuild our economic, political, and legal systems to counter those who would exploit our society. And we can harness artificial intelligence to improve existing systems, predict and defend against hacks, and realize a more equitable world.
Kidney and Kidney Tumor Segmentation
This book constitutes the Third International Challenge on Kidney and Kidney Tumor Segmentation, KiTS 2023, which was held in conjunction with the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023. The challenge took place in Vancouver, BC, Canada, on October 8, 2023. The 22 contributions presented in this book were carefully reviewed and selected from 29 submissions. This challenge aims to develop the best system for automatic semantic segmentation of kidneys, renal tumors and renal cysts.
Serverless Development on Aws
The adoption of serverless is on the rise, but until now, little guidance has been available for development teams that want to apply this technology on AWS. This definitive guide is packed with architectural, security, and data best practices and patterns for architects and engineers who want to build reliable enterprise-scale serverless solutions. Sheen Brisals, an AWS Serverless Hero, and Luke Hedger, an AWS Community Builder, outline the serverless adoption requirements for an enterprise, examine the development tools your team needs, and explain in depth the nuances of testing event-driven and distributed serverless services. You'll gain practical guidance for keeping up with change and learn how to build serverless solutions with sustainability in mind. Examine the serverless technology ecosystem and AWS services needed to develop serverless applications Learn the approach and preparation required for a successful serverless adoption in an enterprise Learn serverless architectures and implementation patterns Design, develop, and test distributed serverless microservices on AWS cloud Apply security best practices while building serverless solutions Identify and adapt the implementation patterns for your particular use case Incorporate the necessary measures for observable serverless applications Implement sustainable serverless applications in the cloud
Pattern Recognition
This book constitutes the proceedings of the 45th Annual Conference of the German Association for Pattern Recognition, DAGM-GCPR 2023, which took place in Heidelberg, Germany, during September 19-22, 2023. The 40 full papers included in these proceedings were carefully reviewed and selected from 76 submissions. They were organized in topical sections as follows: Segmentation and action recognition; 3D reconstruction and neural rendering; Photogrammetry and remote sensing; Pattern recognition in the life sciences; Interpretable machine learning; Weak supervision and online learning; Robust models.
Pattern Recognition Applications and Methods
This book constitutes the thoroughly refereed and revised selected papers from the 12th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2023, held in Lisbon, Portugal, during February 22-24, 2023. The 28 full papers and 42 short papers included in this book were carefully reviewed and selected from 157 submissions. They were organized in topical sections as follows: theory and methods and applications.
Large Language Models in Cybersecurity
This open access book provides cybersecurity practitioners with the knowledge needed to understand the risks of the increased availability of powerful large language models (LLMs) and how they can be mitigated. It attempts to outrun the malicious attackers by anticipating what they could do. It also alerts LLM developers to understand their work's risks for cybersecurity and provides them with tools to mitigate those risks. The book starts in Part I with a general introduction to LLMs and their main application areas. Part II collects a description of the most salient threats LLMs represent in cybersecurity, be they as tools for cybercriminals or as novel attack surfaces if integrated into existing software. Part III focuses on attempting to forecast the exposure and the development of technologies and science underpinning LLMs, as well as macro levers available to regulators to further cybersecurity in the age of LLMs. Eventually, in Part IV, mitigation techniques that should allow safe and secure development and deployment of LLMs are presented. The book concludes with two final chapters in Part V, one speculating what a secure design and integration of LLMs from first principles would look like and the other presenting a summary of the duality of LLMs in cyber-security. This book represents the second in a series published by the Technology Monitoring (TM) team of the Cyber-Defence Campus. The first book entitled "Trends in Data Protection and Encryption Technologies" appeared in 2023. This book series provides technology and trend anticipation for government, industry, and academic decision-makers as well as technical experts.
Applications of Game Theory in Deep Learning
This book aims to unravel the complex tapestry that interweaves strategic decision-making models with the forefront of deep learning techniques. Applications of Game Theory in Deep Learning provides an extensive and insightful exploration of game theory in deep learning, diving deep into both the theoretical foundations and the real-world applications that showcase this intriguing intersection of fields. Starting with the essential foundations for comprehending both game theory and deep learning, delving into the individual significance of each field, the book culminates in a nuanced examination of Game Theory's pivotal role in augmenting and shaping the development of Deep Learning algorithms. By elucidating the theoretical underpinnings and practical applications of this synergistic relationship, we equip the reader with a comprehensive understanding of their combined potential. In our digital age, where algorithms and autonomous agents are becoming more common, the combination of game theory and deep learning has opened a new frontier of exploration. The combination of these two disciplines opens new and exciting avenues. We observe how artificial agents can think strategically, adapt to ever-shifting environments, and make decisions that are consistent with their goals and the dynamics of their surroundings. This book presents case studies, methodologies, and real-world applications.
Machine Learning Approaches for Evaluating Statistical Information in the Agricultural Sector
This book presents machine learning approaches to identify the most important predictors of crucial variables for dealing with the challenges of managing production units and designing agriculture policies. The book focuses on the agricultural sector in the European Union and considers statistical information from the Farm Accountancy Data Network (FADN).Presently, statistical databases present a lot of information for many indicators and, in these contexts, one of the main tasks is to identify the most important predictors of certain indicators. In this way, the book presents approaches to identifying the most relevant variables that best support the design of adjusted farming policies and management plans. These subjects are currently important for students, public institutions and farmers. To achieve these objectives, the book considers the IBM SPSS Modeler procedures as well as the respective models suggested by this software.The book is read by students in production engineering, economics and agricultural studies, public bodies and managers in the farming sector.
Myopic Maculopathy Analysis
This book constitutes the MICCAI Challenge, MMAC 2023, that held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, which took place in October 2023. The 11 long papers included in this volume presents a wide range of state-of-the-art deep learning methods developed for the various tasks presented in the challenge.
Edge Computing Patterns for Solution Architects
Master edge computing architectures, unlock industry-specific patterns, apply proven best practices, and progress from basics to end-to-end solutionsKey FeaturesUnlock scalable edge solutions by mastering proven archetypes for real-world successLearn industry-specific patterns, tailoring solutions for diverse sector needsMake strategic decisions between cloud-out and edge-in strategies with confidencePurchase of the print or Kindle book includes a free PDF eBookBook DescriptionEnriched with insights from a hyperscaler's perspective, Edge Computing Patterns for Solution Architects will prepare you for seamless collaboration with communication service providers (CSPs) and device manufacturers and help you in making the pivotal choice between cloud-out and edge-in approaches.This book presents industry-specific use cases that shape tailored edge solutions, addressing non-functional requirements to unlock the potential of standard edge components. As you progress, you'll navigate the archetypes of edge solution architecture from the basics to network edge and end-to-end configurations. You'll also discover the weight of data and the power of automation for scale and immerse yourself in the edge mantra of low latency and high bandwidth, absorbing invaluable do's and don'ts from real-world experiences. Recommended practices, honed through practical insights, have also been added to guide you in mastering the dynamic realm of edge computing.By the end of this book, you'll have built a comprehensive understanding of edge concepts and terminology and be ready to traverse the evolving edge computing landscape.What you will learnDistinguish edge concepts, recognizing that definitions vary among different audiencesExplore industry-specific architecture patterns that shape custom solutionsAnalyze three proven edge computing archetypes for real-world scalabilityApply best practices judiciously, adapting patterns to meet specific requirementsEvaluate data for storage or discarding based on compliance and industry normsAdvance from the foundational basics to complex end-to-end edge configurationsGain practical insights for achieving low-latency, high-bandwidth edge solutionsWho this book is forIdeal for VPs of IT infrastructure, enterprise architects, solution architects, and SRE professionals with a background in cloud computing, this book is for individuals involved in crafting edge reference architectures and tailored solutions across diverse industries. It provides valuable insights and practical patterns drawn from real-world implementations in sectors such as retail, telecommunications, and manufacturing. Foundational knowledge of cloud computing is assumed to align with the advanced nature of the content covered.Table of ContentsOur View of Edge ComputingEdge Architectural ComponentsCore Edge ArchitectureNetwork Edge ArchitectureEnd-to-End Edge ArchitectureData Has Weight and InertiaAutomate to Achieve ScaleMonitoring and ObservabilityConnect Judiciously but ThoughtlesslyOpen Source Software Can Benefit YouRecommendations and Best Practices
Virtual Filmmaking with Unreal Engine 5
Discover the power of storytelling with Unreal Engine 5's real-time technology, exploring storyboarding, character creation, world building, animating using sequencers, and much more with the help of an Unreal Authorized InstructorKey Features- Learn in detail about filmmaking techniques and understand how to tie that into your Unreal Engine workflow- Generate and animate near-photorealistic actors using the innovative MetaHuman technology- Build expansive worlds with Nanite and Lumen Global Illumination and Reflections technology- Purchase of the print or Kindle book includes a free PDF eBookBook DescriptionVirtual Filmmaking with Unreal Engine 5 is the first Unreal Engine book to guide you through the complete process of virtual film production. Encompassing the full spectrum of filmmaking, this book demonstrates the use of an industry-standard tool used by studios such as Disney, ILM, DNEG, and Framestore.Walking through the process systematically, you'll collect references and create a simple storyboard to plan your shots. You'll create virtual environments, import 3D models and add materials and textures to build photorealistic, dynamic worlds. You'll also create actors using highly customizable MetaHumans, understand how to import, re-target, and animate them. You'll bring it all together with cinematic lighting and camera animation before exporting your film.By the end of this book, you'll have discovered new tools for your toolkit to work on your virtual film projects in Unreal Engine 5, leveraging Quixel Megascans, Lumen, Nanite, and MetaHuman technology.What you will learn- Grasp the principles of photography and the art of storytelling- Collect references and create storyboards- Discover Unreal Engine's hidden features and useful keyboard shortcuts- Explore the capabilities of Quixel Megascans, Lumen, Nanite, and MetaHumans- Adopt cinematic techniques to achieve professional-looking shots- Creatively apply Lumen Global Illumination and Reflections techniques- Use multiple virtual cameras and apply post-production techniques- Implement best practices for optimization, post processing, and renderingWho this book is forWhether you're a beginner or intermediate filmmaker, 3D artist, animator, visual effects artist, or virtual production professional with just basic knowledge of the Unreal Engine, this book is designed to help you enter the world of virtual films and animations.While prior experience with the Unreal Engine would be beneficial, a deep working knowledge is not essential, as the book introduces the relevant tools and features needed throughout the activities.Table of Contents- Getting Started with Unreal Engine- Understanding the Principles of Photography, Film Cameras, and Lenses- Understanding the Art of Storytelling and Creating Your Storyboard- Importing 3D Objects and Creating Levels- Creating Environments with Quixel Megascans- Creating and Applying Materials to 3D Meshes- Creating Actors with Unreal Engine MetaHumans- Retargeting the MetaHumans for Unreal Engine 5- Adding Animations and Facial Expressions to Your MetaHuman Characters- Adding and Animating Virtual Cameras Using the Level Sequencer- Enhancing Set Dressing, Retiming Shots, and Adding Niagara Particles- Setting the Mood with Lighting and Adding Post-Processing Effects- Exploring Color Management, Additional Camera Settings and Rendering Your Shots- Adding Sound and Finalizing Your Virtual Film- Appendix: Creating Material IDs Using Blender
AWS Cloud Automation
AWS Cloud Automation allows organizations to effortlessly organize and handle their cloud resources. Terraform, an open-source provisioning tool, transforms the old manual way of doing things by allowing users to define, deploy, and maintain infrastructure as code, ensuring consistency, scalability, and efficiency. This book explains AWS Cloud Automation using Terraform, which is a simple and clear syntax that lets users define the infrastructure needs. Terraform simplifies setting up and managing infrastructure, reducing errors and fostering team collaboration. It enables version control, letting you monitor changes and implement CI/CD pipelines, effortlessly. The book guides you in creating and managing AWS resources through a simple configuration file, allowing you to define virtual machines, networks, databases, and more. Discover how Terraform makes organizing infrastructure code easy, promoting reusability and simple maintenance with consistent patterns across projects and teams
Mainframe Revolution
In an era where technology is advancing at an unprecedented rate, the fusion of Artificial Intelligence (AI) with traditional mainframe computing heralds a new dawn in the world of high-performance computing. "Mainframe Revolution: Harnessing AI for Next-Gen Computing" is a book conceived at the crossroads of this exciting development, aimed at bridging the gap between the robust world of mainframes and the innovative realm of AI. Mainframes have been the backbone of enterprise computing for decades, handling critical data and applications for major industries and government entities. However, the advent of AI and machine learning presents a transformative opportunity for these powerful systems. This book is designed to be an essential guide for IT professionals, mainframe administrators, and technologists who are looking to integrate AI into their mainframe environments. Throughout these pages, we delve into the practicalities of implementing AI in mainframe systems, exploring both the challenges and opportunities that this integration presents. We cover foundational concepts in AI and mainframe architecture, ensuring that even readers new to these fields can grasp the essential elements. The book also addresses the nitty-gritty of AI implementation, from assessing AI readiness to managing data and ensuring security. Our journey through the book is enriched with real-world case studies, offering insights into how various industries are already leveraging AI in their mainframe environments. These examples not only illustrate the potential of AI-mainframe integration but also provide a roadmap for successful applications. As we stand at this pivotal moment in the evolution of computing, "Mainframe Revolution: Harnessing AI for Next-Gen Computing" serves as both a comprehensive guide and an inspiration for those who are ready to embark on this exciting journey. It is a call to action for embracing the new frontier of AI-enabled mainframe computing, pushing the boundaries of what these powerful machines can achieve.
Welcome to AI
A fascinating guide to the rapidly advancing world of artificial intelligence and how this powerful technology will impact our lives, our careers, and our world.Artificial intelligence is driving workforce disruption on a scale not seen since the Industrial Revolution.In schools and universities AI technology has forced a reevaluation of the way students are taught and assessed. Meanwhile, ChatGPT has become a cultural phenomenon, reaching a hundred million users and attracting a reputed $1 trillion investor interest in its parent company, OpenAI.The race to dominate the generative AI market is accelerating at breakneck speed, inspiring breathless headlines and immense public interest.Welcome to AI provides a rare view into a frontier area of computer science that will change everything about how you live and work. Read this book and better understand how to succeed in the AI-enabled future.
CompTIA Security+ SY0-701 Certification Guide - Third Edition
100% coverage of the latest CompTIA Security+ SY0-701 exam objectives ensures you study what you need to passUnlocks access to an interactive online platform featuring over 500 practice test questions, 100 flashcards, and 200 key acronyms to enhance your Security+ exam preparationKey Features: - Gain certified security knowledge from Ian Neil, a world-class CompTIA certification trainer- Build a strong foundation in cybersecurity and gain hands-on skills for a successful career- Assess your CompTIA Security+ exam readiness with 3 mock exams to pass confidently on your first try- Benefit from an exclusive 12% Security+ exam discount voucher included with this bookBook Description: Building on the success of its international bestselling predecessor, this third edition of the CompTIA Security+ SY0-701 Certification Guide serves as your one-stop resource for Security+ exam preparation. Written by cybersecurity expert Ian Neil, this comprehensive guide helps you unlock the intricacies of cybersecurity and understand the technology behind the CompTIA Security+ SY0-701 certification, ensuring you approach the exam with confidence and pass on your first attempt. By exploring security in detail, this book introduces essential principles, controls, and best practices. The chapters are meticulously designed to provide 100% coverage of the CompTIA Security+ SY0-701 exam objectives, ensuring you have the most up-to-date and relevant study material. By mastering cybersecurity fundamentals, you'll acquire the knowledge and skills to identify and mitigate threats, manage vulnerabilities, and safeguard enterprise infrastructure. Additionally, the book grants lifetime access to web-based exam prep tools, including 3 full-length mock exams, flashcards, acronyms, along with a 12% Security+ exam discount voucher. Whether you aim to excel the CompTIA Security+ SY0-701 exam, advance your career in cybersecurity, or enhance your existing knowledge, this book will transform you into a cybersecurity expert.What You Will Learn: - Differentiate between various security control types- Apply mitigation techniques for enterprise security- Evaluate security implications of architecture models- Protect data by leveraging strategies and concepts- Implement resilience and recovery in security- Automate and orchestrate for running secure operations- Execute processes for third-party risk assessment and management- Conduct various audits and assessments with specific purposesWho this book is for: Whether you have an IT background or not, if you aspire to pass the CompTIA Security+ SY0-701 exam or pursue a career in certified security, this book will help you achieve your goals. It is also a valuable companion for the US government and US Department of Defense personnel looking to achieve security certification. It serves as an excellent reference material for college students pursuing a degree in cybersecurity.Table of Contents- Compare and Contrast Various Types of Security Controls- Summarize Fundamental Security Concepts- Explain the Importance of Change Management Processes and the Impact to Security- Explain the Importance of Using Appropriate Cryptographic Solutions- Compare and Contrast Common Threat Actors and Motivations- Explain Common Threat Vectors and Attack Surfaces- Explain Various Types of Vulnerabilities- Given a Scenario, Analyze Indicators of Malicious Activity- Explain the Purpose of Mitigation Techniques Used to Secure the Enterprise- Compare and Contrast Security Implications of Different Architecture Models(N.B. Please use the Read Sample option to see further chapters)
Ultimate Salesforce Data Cloud for Customer Experience
Become a Salesforce Data Cloud implementation expert.Book DescriptionSurvival in today's business landscape hinges on delivering exceptional customer experiences, and Customer Data Platforms (CDPs) are pivotal in achieving this goal. The 'Ultimate Salesforce Data Cloud for Customer Experience' is your indispensable guide to unraveling the Salesforce ecosystem, illuminating its applications' significance in diverse business scenarios. Dive into the transformative potential of Customer Data Platforms, understanding their role in unlocking tremendous value for enterprises. Explore the prowess of Salesforce Data Cloud, a leading CDP platform, and gain practical insights into its seamless implementation.The book explores Salesforce Data Cloud architecture, gaining actionable insights for implementing both Customer Data Platforms and Salesforce Data Cloud. It will navigate the pivotal realms of data security and privacy, establishing a sturdy foundation for customer-centric strategies. The book also covers success stories that showcase the transformative outcomes achieved through the utilization of Salesforce Data Cloud. The end of the book serves as a roadmap for those aspiring to conquer the Salesforce Data Cloud Consultant exam.Table of Contents1. Introducing Salesforce Platform2. Introduction to Customer Data Platform3. Going beyond CDP: Salesforce Data Cloud4. Salesforce Data Cloud Architecture5. Implementing a Customer Data Platform6. Implementing Salesforce Customer Data Cloud7. Data Security and Privacy8. Success Stories with Salesforce Data Cloud9. The Way Forward for Creating Great Customer Experiences10. Preparation for the Salesforce Data Cloud Consultant Exam Index
Growth Product Manager's Handbook
Achieve sustainable product growth with expert insights on data-driven decision-making and growth strategies to accelerate company's growthKey FeaturesUnderstand and implement key growth product management models to improve revenue, user adoption, and retentionLearn effective frameworks, strategies, and tactics for growth product management in various contextsDevelop practical strategies and insights to achieve customer lifetime goalsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionIn the dynamic landscape of modern product management, professionals face a myriad of challenges, spanning customer acquisition, monetization, user retention, competition, and technical expertise. To overcome these hurdles, this book crystalizes growth strategies that revolve around harnessing the power of data, experimentation, and user insights to drive growth for a product.This handbook serves as your guide to exploring the essential growth product management models and their applications in various contexts, unveiling their role in enhancing revenue performance and customer retention. Along the way, actionable steps will steer you in implementing these models while helping you better understand your users, experiment with new features and marketing strategies, and measure the impact of your efforts, ultimately guiding you to achieve your customer retention and lifetime customer goals.By the end of this book, you'll have gained advanced insights into growth product management, models, and growth strategies, and when and how to use them to achieve customer-for-life goals and optimized revenue performance.What you will learnUnderstand key growth product management models such as lean startup, pirate metrics, and AARRR frameworksOptimize journeys, improve UX, and personalize interactions with retention and loyalty strategiesExplore model applications in SaaS, e-commerce, and mobile app developmentImplement practical actions to prioritize, experiment, and measureGet to grips with techniques of service, feedback, and rewards for customer retentionSet and achieve customer lifetime value goals for successDiscover effective strategies for achieving your customer-for-life goalsWho this book is forWhether you're a seasoned product manager, a newcomer to the field, or an aspiring growth product manager, this guide offers valuable insights and actionable strategies to drive growth and achieve success. Additionally, growth marketers and startup founders with basic product marketing knowledge will benefit from this book, expanding their understanding of growth-centric product management practices to elevate their careers and propel their companies to acquire more customers and reach customer-for-life goals.Table of ContentsIntroduction to Growth Product ManagementUnderstanding Product-Led Growth Management ModelsUnderstanding Your CustomersUnlocking Success in Product Strategy and PlanningSetting the Stage for a Powerful Product-Led EnterpriseDefining and Communicating Your Product Value PropositionThe Science of Growth Experimentation and Testing for Product-Led SuccessDefine, Monitor, and Act on Your Performance MetricsGuiding Your Clients to the Pot of GoldMaintaining High Customer Retention RatesUnlocking Wallet Share through Expansion RevenueThe Future of a Growth Product Manager
AI and ML for Coders
Are you ready to unlock the transformative power of Artificial Intelligence (AI) and Machine Learning (ML) in your coding projects? "AI and ML for Coders" is the essential guide for coders who want to leap into the future of technology.This book is tailored for programmers, developers, and tech enthusiasts eager to integrate AI and ML into their work. Whether you're a seasoned coder or just starting, you'll find invaluable insights and practical knowledge to elevate your craft.Here's what you'll gain from "AI and ML for Coders" A comprehensive understanding of AI and ML evolution, from historical milestones to cutting-edge techniques.A deep dive into the core concepts, terminology, and ethical considerations that every coder must know.Hands-on guidance on choosing the right tools, libraries, and programming languages for your AI and ML projects.Expert strategies for data preparation, preprocessing, and selecting the most effective algorithms for different tasks.Real-world applications and case studies demonstrate AI and ML's power in coding.Key features include: Clear explanations of supervised, unsupervised, and reinforcement learning.Exploration of neural networks, deep learning, natural language processing, and computer vision.Practical advice on navigating the ethical landscape of AI to develop responsible and trustworthy applications.Authored by a seasoned expert in the field, "AI and ML for Coders" is your roadmap to mastering AI and ML. It's not just a book; it's an investment in your future as a coder in an AI-driven world.Take advantage of the opportunity to be at the forefront of the AI revolution. Take the next step and add "AI and ML for Coders" to your library today. Your journey into the realm of AI and ML starts here!
Image Processing and Machine Vision
In an era dominated by the convergence of technology and human perception, the field of Image Processing and Machine Vision stands at the forefront of innovation. This book is a comprehensive exploration of this captivating domain, offering a blend of theoretical foundations, practical applications, and cutting-edge advancements. From enhancing medical diagnostics to enabling autonomous vehicles, from revolutionizing digital entertainment to aiding in environmental monitoring, image processing and machine vision have become indispensable tools in our modern world. This book is designed to serve as a guide, a reference, and an inspiration for students, researchers, and professionals seeking to unravel the mysteries of visual data analysis. Throughout these pages, we embark on a journey through the fundamental concepts of image processing, delve into the intricacies of computer vision algorithms, and witness the transformative power of machine learning techniques. With real-world examples and case studies, we illustrate how these technologies are reshaping industries and pushing the boundaries of what's possible. As we explore the chapters within, we encourage readers to embark on their own intellectual voyages, pushing the boundaries of creativity and problem-solving in the captivating realm of Image Processing and Machine Vision. Whether you are a novice eager to grasp the basics or an expert seeking the latest advancements, this book aims to be your trusted companion in the fascinating world of visual data analysis. Welcome to a world where pixels become insights, and images are transformed into knowledge. Enjoy the journey!
Deep Learning
Introducing the Ultimate AI Book Bundle: Deep Learning, Computer Vision, Python Machine Learning, and Neural NetworksAre you ready to embark on an exhilarating journey into the world of artificial intelligence, deep learning, and computer vision? Look no further! Our carefully curated book bundle, "DEEP LEARNING: COMPUTER VISION, PYTHON MACHINE LEARNING AND NEURAL NETWORKS," offers you a comprehensive roadmap to AI mastery.BOOK 1 - DEEP LEARNING DEMYSTIFIED: A BEGINNER'S GUIDE ���� Perfect for beginners, this book dismantles the complexities of deep learning. From neural networks to Python programming, you'll build a strong foundation in AI.BOOK 2 - MASTERING COMPUTER VISION WITH DEEP LEARNING ���� Dive into the captivating world of computer vision. Unlock the secrets of image processing, convolutional neural networks (CNNs), and object recognition. Harness the power of visual intelligence!BOOK 3 - PYTHON MACHINE LEARNING AND NEURAL NETWORKS: FROM NOVICE TO PRO ���� Elevate your skills with this intermediate volume. Delve into data preprocessing, supervised and unsupervised learning, and become proficient in training neural networks.BOOK 4 - ADVANCED DEEP LEARNING: CUTTING-EDGE TECHNIQUES AND APPLICATIONS ���� Ready to conquer advanced techniques? Learn optimization strategies, tackle common deep learning challenges, and explore real-world applications shaping the future.Click "Add to Cart" now and embark on an educational adventure that will redefine your understanding of artificial intelligence. Your journey to AI excellence begins here!
Kubernetes Secrets Handbook
Gain hands-on skills in Kubernetes Secrets management, ensuring a comprehensive overview of the Secrets lifecycle and prioritizing adherence to regulatory standards and business sustainabilityKey FeaturesMaster Secrets encryption, encompassing complex life cycles, key rotation, access control, backup, and recoveryBuild your skills to audit Secrets consumption, troubleshoot, and optimize for efficiency and complianceLearn how to manage Secrets through real-world cases, strengthening your applications' security posturePurchase of the print or Kindle book includes a free PDF eBookBook DescriptionSecuring Secrets in containerized apps poses a significant challenge for Kubernetes IT professionals. This book tackles the critical task of safeguarding sensitive data, addressing the limitations of Kubernetes encryption, and establishing a robust Secrets management system for heightened security for Kubernetes.Starting with the fundamental Kubernetes architecture principles and how they apply to the design of Secrets management, this book delves into advanced Kubernetes concepts such as hands-on security, compliance, risk mitigation, disaster recovery, and backup strategies. With the help of practical, real-world guidance, you'll learn how to mitigate risks and establish robust Secrets management as you explore different types of external secret stores, configure them in Kubernetes, and integrate them with existing Secrets management solutions.Further, you'll design, implement, and operate a secure method of managing sensitive payload by leveraging real use cases in an iterative process to enhance skills, practices, and analytical thinking, progressively strengthening the security posture with each solution.By the end of this book, you'll have a rock-solid Secrets management solution to run your business-critical applications in a hybrid multi-cloud scenario, addressing operational risks, compliance, and controls.What you will learnExplore Kubernetes Secrets, related API objects, and CRUD operationsUnderstand the Kubernetes Secrets limitations, attack vectors, and mitigation strategiesExplore encryption at rest and external secret storesBuild and operate a production-grade solution with a focus on business continuityIntegrate a Secrets Management solution in your CI/CD pipelinesConduct continuous assessments of the risks and vulnerabilities for each solutionDraw insights from use cases implemented by large organizationsGain an overview of the latest and upcoming Secrets management trendsWho this book is forThis handbook is a comprehensive reference for IT professionals to design, implement, operate, and audit Secrets in applications and platforms running on Kubernetes. For developer, platform, and security teams experienced with containers, this Secrets management guide offers a progressive path-from foundations to implementation-with a security-first mindset. You'll also find this book useful if you work with hybrid multi-cloud Kubernetes platforms for organizations concerned with governance and compliance requirements.Table of ContentsUnderstanding Kubernetes Secret ManagementWalking through Kubernetes Secret Management ConceptsEncrypting secrets in transit and at restDebugging and Troubleshooting Kubernetes SecretsSecurity, Auditing and ComplianceDisaster Recovery and BackupsChallenges and Risk for Managing Secrets in Kubernetes Production EnvironmentExploring Secret Storage on AWSExploring Secret Storage on Azure(N.B. Please use the Look Inside option to see further chapters)
Explainable Artificial Intelligence and Process Mining Applications for Healthcare
This book constitutes the proceedings of the Third International Workshop on Explainable Artificial Intelligence in Healthcare, XAI-Healthcare 2023, and the First International Workshop on Process Mining Applications for Healthcare, PM4H 2023, which took place in conjunction with AIME 2023 in Portoroz, Slovenia, on June 15, 2023.The 7 full papers included from XAI-Healthcare were carefully reviewed and selected from 11 submissions. They focus on all aspects of eXplainable Artificial Intelligence (XAI) in the medical and healthcare field. For PM4H 5 papers have been accepted from 17 submissions. They deal with data-driven process analysis techniques in healthcare.
AI and Common Sense
Common sense is the endless frontier in the development of artificial intelligence, but what exactly is common sense, can we replicate it in algorithmic form, and if we can - should we?Bauer, Schiele and their contributors from a range of disciplines analyse the nature of common sense, and the consequent challenges of incorporating into artificial intelligence models. They look at different ways we might understand common sense and which of these ways are simulated within computer algorithms. These include sensory integration, self-evident truths, rhetorical common places, and mutuality and intentionality of actors within a moral community. How far are these possible features within and of machines? Approaching from a range of perspectives including Sociology, Political Science, Media and Culture, Psychology and Computer Science, the contributors lay out key questions, practical challenges and "common sense" concerns underlying the incorporation of common sense within machine learning algorithms for simulating intelligence, socialising robots, self-driving vehicles, personnel selection, reading, automatic text analysis, and text production.A valuable resource for students and scholars of Science-Technology-Society Studies, Sociologists, Psychologists, Media and Culture Studies, human-computer interaction with an interest in the post-human, and programmers tackling the contextual questions of machine learning.
Learning Continuous Integration with Jenkins - Third Edition
Integrate Jenkins, Kubernetes, and more on cloud into a robust, GitOps-driven CI/CD system, leveraging JCasC, IaC, and AI for a streamlined software delivery processKey FeaturesFollow the construction of a Jenkins CI/CD pipeline start to finish through a real-world exampleConstruct a continuous deployment (CD) pipeline in Jenkins using GitOps principles and integration with Argo CDCraft and optimize your CI pipeline code with ChatGPT and GitHub CopilotPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionThis updated edition of Learning Continuous Integration with Jenkins is your one-stop guide to implementing CI/CD with Jenkins, addressing crucial technologies such as cloud computing, containerization, Infrastructure as Code, and GitOps. Tailored to both beginners and seasoned developers, the book provides a practical path to mastering a production-grade, secure, resilient, and cost-effective CI/CD setup.Starting with a detailed introduction to the fundamental principles of CI, this book systematically takes you through setting up a CI environment using Jenkins and other pivotal DevOps tools within the CI/CD ecosystem. You'll learn to write pipeline code with AI assistance and craft your own CI pipeline. With the help of hands-on tutorials, you'll gain a profound understanding of the CI process and Jenkins' robust capabilities. Additionally, the book teaches you how to expand your CI pipeline with automated testing and deployment, setting the stage for continuous deployment. To help you through the complete software delivery process, this book also covers methods to ensure that your CI/CD setup is maintainable across teams, secure, and performs optimally.By the end of the book, you'll have become an expert in implementing and optimizing CI/CD setups across diverse teams.What you will learnUnderstand CI with the Golden Circle theoryDeploy Jenkins on the cloud using Helm charts and Jenkins Configuration as Code (JCasC)Implement optimal security practices to ensure Jenkins operates securelyExtend Jenkins for CI by integrating with SonarQube, GitHub, and ArtifactoryScale Jenkins using containers and the cloud for optimal performanceMaster Jenkins declarative syntax to enrich your pipeline coding vocabularyEnhance security and improve pipeline code within your CI/CD process using best practicesWho this book is forThis book is for a diverse audience, from university students studying Agile software development to seasoned developers, testers, release engineers, and project managers. If you're already using Jenkins for CI, this book will assist you in elevating your projects to CD. Whether you're new to the concepts of Agile, CI, and CD, or a DevOps engineer seeking advanced insights into JCasC, IaC, and Azure, this book will equip you with the tools to harness Jenkins for improved productivity and streamlined deliveries in the cloud.Table of ContentsThe What, How, and Why of Continuous IntegrationPlanning, Deploying, and Maintaining JenkinsSecuring JenkinsExtending JenkinsScaling JenkinsEnhancing Jenkins Pipeline VocabularyCrafting AI-Powered Pipeline CodeSetting the Stage for Writing Your First CI PipelineWriting Your First CI pipelinePlanning for Continuous DeploymentWriting Your First CD PipelineEnhancing Your CI/CD Pipelines
Advanced Computing Techniques in Engineering and Technology
This CCIS conference volume constitutes the proceedings of the 24th International Conference, ACTET 2023, in Jaipur, India, December 2023. The 7 full papers together in this volume were carefully reviewed and selected from 89 submissions. The conference addresses fundamentals of advanced scientific computing and specific mechanisms and algorithms for particular and to exchange their innovative ideas, knowledge, expertise, and experience in advance computing techniques in various domains of engineering and technology.
Lectures on Intelligent Systems
This textbook provides the reader with an essential understanding of computational methods for intelligent systems. These are defined as systems that can solve problems autonomously, in particular problems where algorithmic solutions are inconceivable for humans or not practically executable by computers. Despite the rapidly growing applications in this field, the book avoids application details, instead focusing on computational methods that equip the reader with the methodological tools and competencies necessary to tackle current and future complex applications. The book consists of two parts: computational intelligence methods for optimization, and machine learning. Part I begins with the concept of optimization, and introduces local search algorithms, genetic algorithms, and particle swarm optimization. Part II begins with an introduction to machine learning and covers several methods, many of which can be used as supervised learning algorithms, such as decision treelearning, artificial neural networks, genetic programming, Bayesian learning, support vector machines, and ensemble methods, plus a discussion of unsupervised learning. This textbook is written in a self-contained style, suitable for undergraduate or graduate students in computer science and engineering, and for self-study by researchers and practitioners.
AI Doctor
Explores the transformative impact of artificial intelligence (AI) on the healthcare industry AI Doctor: The Rise of Artificial Intelligence in Healthcare provides a timely and authoritative overview of the current impact and future potential of AI technology in healthcare. With a reader-friendly narrative style, this comprehensive guide traces the evolution of AI in healthcare, describes methodological breakthroughs, drivers and barriers of its adoption, discusses use cases across clinical medicine, administration and operations, and life sciences, and examines the business models for the entrepreneurs, investors, and customers. Detailed yet accessible chapters help those in the business and practice of healthcare recognize the remarkable potential of AI in areas such as drug discovery and development, diagnostics, therapeutics, clinical workflows, personalized medicine, early disease prediction, population health management, and healthcare administration and operations. Throughout the text, author Ronald M. Razmi, MD offers valuable insights on harnessing AI to improve health of the world population, develop more efficient business models, accelerate long-term economic growth, and optimize healthcare budgets. Addressing the potential impact of AI on the clinical practice of medicine, the business of healthcare, and opportunities for investors, AI Doctor: The Rise of Artificial Intelligence in Healthcare: Discusses what AI is currently doing in healthcare and its direction in the next decade Examines the development and challenges for medical algorithms Identifies the applications of AI in diagnostics, therapeutics, population health, clinical workflows, administration and operations, discovery and development of new clinical paradigms and more Presents timely and relevant information on rapidly expanding generative AI technologies, such as Chat GPT Describes the analysis that needs to be made by entrepreneurs and investors as they evaluate building or investing in health AI solutions Features a wealth of relatable real-world examples that bring technical concepts to life Explains the role of AI in the development of vaccines, diagnostics, and therapeutics during the COVID-19 pandemic AI Doctor: The Rise of Artificial Intelligence in Healthcare. A Guide for Users, Buyers, Builders, and Investors is a must-read for healthcare professionals, researchers, investors, entrepreneurs, medical and nursing students, and those building or designing systems for the commercial marketplace. The book's non-technical and reader-friendly narrative style also makes it an ideal read for everyone interested in learning about how AI will improve health and healthcare in the coming decades.
The AI Leadership Edge via ChatGPT, Copilot & Gemini with 111 Prompts to Outperform
Facing barriers in effective leadership? Feel limited by time and resources in leading and coaching your team to success? Imagine the power of a virtual mentor, accessible 24/7.This book is a groundbreaking guide that equips you with AI-powered support to enhance your leadership skills. It offers 111 transformative prompts and their formulas. Tailor them to your specific sector, role, and aspirations to emerge as the leader your team requires. Suitable for use with ChatGPT, Microsoft Copilot, Bing Chat, Google Bard, Meta Llama, and more.Transform the way you lead. Make AI a cornerstone in your leadership arsenal today. This is leadership development at its peak, reflecting the best practices of business management books.Uncover the Comprehensive Benefits of this Book: Speedy Implementation: Instantly create actionable plans, a lesson straight from the leaders book for efficiency.Quality Enhancement: Utilize AI to supercharge your work, as championed in the best business coaching books.Customization: Efficiently customize your leadership models, a concept borrowed from the art of coaching teams.Innovative Thinking: Spark innovation, a necessary pivot to augment your people skills.Personal Empowerment: Gain unique perspectives for strategic decision-making.Special Bonuses Included with Your Book: Exclusive access to 'My Coaching, Mentoring & Leadership Advisor' GPT: It offers personalized leadership, coaching, and mentoring guidance, significantly enhancing your professional growth with custom-tailored insights and strategies. GPT was developed with OpenAI's GPT tech.E-copy of the book: Maximize your efficiency. Effortlessly copy, paste, and tailor prompts to your needs. No more retyping.222 AI-Powered Coaching Prompt Examples: Gain a strategic edge in your career with these real-world examples.All-encompassing AI ChatGPT Guide: It makes AI understandable & actionable, paving the way for its integration into your work. It is for all skill levels. 1100 Follow-up Prompts: Ensure unending development and innovation. These prompts offer continuous inspiration.Concerned about the cost or skeptical about the effectiveness of AI in leadership?Experience the high ROI in leadership growth and efficiency that justifies your investment, a promise held by a powerful business strategy book like this one.Transform your career with this high-impact, efficient guide, a roadmap to developing your leadership skills.Who Needs This Book?Professionals seeking transformative growth. Coaches and mentors aiming to amplify their impact. Organizations desiring a competitive advantage in leadership. Leaders focused on efficiency.This is a book for change-makers and innovators in the leadership spectrum, who are ready for a transformative experience. It's a leadership book designed for those who dare to dream and lead, for the leaders and dreamers.This isn't just a book; it's an innovative solution to your leadership challenges!Click "Buy Now" to embark on your transformative journey in leadership today, mastering AI for business and beyond.
Automated Realities Shaping Tomorrow_s Work
Computerized truths are quickly reshaping the scene of the upcoming work, introducing another time where innovation assumes a vital part in different parts of expert life. This extraordinary shift is driven by the coordination of man-made consciousness (computer based intelligence), AI, and robotization into the texture of day to day work schedules. One of the essential ways computerized truths are molding the eventual fate of work is through expanded effectiveness and efficiency. Robotization smoothes out daily practice and dreary undertakings, permitting human specialists to zero in on additional perplexing and imaginative parts of their positions. This improves in general efficiency as well as opens up open doors for representatives to participate in more significant and satisfying work. As everyday undertakings become mechanized, human specialists can use their remarkable abilities, for example, decisive reasoning, critical thinking, and innovativeness, to drive development and add to more significant level dynamic cycles. Besides, computerized truths are making a change in outlook in the ranges of abilities expected for the labor force of tomorrow. With computerization taking care of routine undertakings, there is a developing interest for people who have a blend of specialized capability and versatility. The capacity to work close by robotized frameworks, grasp their working, and investigate when important is turning into a significant expertise. Thus, instructive and proficient advancement programs are developing to furnish people with the essential capabilities to flourish in this robotized time. The ascent of computerized truths is additionally reshaping authoritative designs and plans of action. Organizations are reconsidering their work processes and activities, incorporating savvy frameworks to streamline processes and answer all the more really to dynamic economic situations. This flexibility is vital for remaining cutthroat in ventures where mechanical progressions are quickly changing the business scene. In any case, the combination of computerized real factors into the work environment additionally raises significant contemplations, like moral worries and the expected effect on business. As machines assume control over routine undertakings, there is a requirement for moral structures to direct the dependable turn of events and organization of robotized frameworks. Furthermore, there is a continuous exchange about the expected uprooting of occupations and the requirement for retraining and upskilling projects to guarantee that the labor force stays important and versatile. All in all, computerized truths are certainly molding the eventual fate of work in significant ways. From upgrading effectiveness and efficiency to rethinking expertise necessities and hierarchical designs, the effect of mechanization is unavoidable. As we explore this developing scene, it is urgent to find some kind of harmony between the advantages of computerization and the moral contemplations related with its far and wide reception, guaranteeing a future where innovation supplements and expands human capacities in the working environment.
Algorithms
Introducing "ALGORITHMS: COMPUTER SCIENCE UNVEILED" - Your Path to Algorithmic Mastery!Are you fascinated by the world of computer science and the magic of algorithms?Do you want to unlock the power of algorithmic thinking and take your skills to expert levels?Look no further!This exclusive book bundle is your comprehensive guide to mastering the art of algorithms and conquering the exciting realm of computer science.���� BOOK 1 - COMPUTER SCIENCE: ALGORITHMS UNVEILED ����- Dive into the fundamentals of algorithms.- Perfect for beginners and those new to computer science.- Lay a strong foundation for your journey into the world of algorithms.���� BOOK 2 - MASTERING ALGORITHMS: FROM BASICS TO EXPERT LEVEL ����- Take your algorithmic skills to new heights.- Uncover the power of dynamic programming and greedy algorithms.- Ideal for students and professionals looking to become algorithmic experts.���� BOOK 3 - ALGORITHMIC MASTERY: A JOURNEY FROM NOVICE TO GURU ����- Embark on a transformative journey from novice to guru.- Master divide and conquer strategies.- Tackle algorithmic challenges that demand mastery.- Suitable for anyone seeking to elevate their problem-solving abilities.���� BOOK 4 - ALGORITHMIC WIZARDRY: UNRAVELING COMPLEXITY FOR EXPERTS ����- Push the boundaries of your algorithmic expertise.- Explore expert-level techniques and conquer puzzles.- For those who aspire to become true algorithmic wizards.Unlock the Secrets of Computer Science Today!Get your copy now and embark on a journey to algorithmic mastery!
