Computer & IT

This book is a continuation of our recently published book "Algebraic formalization of smart systems. Maltsev's theory of algebraic systems and the theory of fractals developed by Benoit Mandelbrot, to investigate smart systems in more detail.

"[I]deal for readers seeking a more comprehensive look at information dissemination technology, its context, and its impact on the way in which we now live." Library Journal, Starred Review ¿ Explore how the tools of our information age grew directly out of conflicts from World War I to the present day.

A friendly, fully-illustrated introduction to the most important computer programming algorithms. Suitable for self-taught programmers, engineers, job seekers, or anyone who wants to brush up on algorithms.

Have you always dreamed of attaining financial freedom? Do you want to take your life into your own hands and earn your money online? Are you fed up with dubious online businesses and want to work with the largest company in the world? Then Amazon FBA is your big chance to make this dream come true!

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.

Struggling with leadership burnout? Turn AI into your 24/7 Executive Coach with this leadership development book tailored for the modern leader. Embark on a journey of transformation with our book, featuring 111 revolutionary prompts paired with their powerful formulas. Tailor them to your role and industry and become the visionary leader your organization seeks. Compatible with ChatGPT, Microsoft Copilot, Bing Chat, Google Bard & more.Through AI prompt engineering and AI prompting, this coaching book bridges the gap between traditional leadership methods and the futuristic approach of AI prompts for business. Whether you're a seasoned CEO or an aspiring leader, this book is an essential addition to your business book collection. It's a transformative tool that caters to anyone looking to refine their business strategy & leadership skills.The Pivotal Benefits This Book Offers You: Cut through Chaos: Enhance leadership with focused AI prompts. Boost Performance: Elevate teams with top business book strategies. Adapt with Coaching: Transform rigid methods into dynamic leadership. Drive Innovation: Foster leaders using AI prompt techniques. Build Confidence: Gain insights for decisive leadership with AI ChatGPT prompts.Bonus Material Exclusive to This Book: Exclusive access to 'My Coaching, Mentoring & Leadership Advisor' GPT: It offers personalized leadership, coaching, and mentoring guidance, significantly enhancing your professional growth. GPT was developed with OpenAI's GPT technology.222 AI Interaction-Based Prompt Examples: Use real-world AI prompt examples to elevate your coaching abilities. E-copy of the book: Maximize your efficiency with our PDF. Effortlessly copy, paste, and tailor prompts to your needs. No retyping!In-Depth AI ChatGPT Exploration Guide: Comprehensive guide breaks down AI intricacies, offering an easy approach to incorporating AI tactics into your work. Ideal for novices & experts.1100 Follow-Up Prompts: With the extensive follow-up prompts, you're equipped to continually innovate and inspire, transforming each interaction with the Chatbot into a learning opportunity.Why Is This Book Your Next-Level Leadership Investment?From ROI Worries to ROI Wins: The ROI of integrating AI prompts extends beyond dollars, fueling your leadership skills development.From Tech Phobia to Tech Fluency: Perfect for those new to AI, this mentoring book ensures business coaching success.Who Needs This Book?Transforming Aspirations: Essential for professionals using unique business management books to lead the way. Mentor's Guide: Ideal for coaches teaching business leadership nuances. Achieving Results: Perfect for organizations using AI prompts to exceed objectives. Maximizing Efficiency: Crucial for leaders focused on impactful time and resource use.This is not your average leadership book; it's a tactical toolkit, powered by AI, designed to elevate your impact, and rewrite the rules of what effective business and leadership looks like.Click "Buy Now" today to transition from your current challenges to an era of AI-enabled coaching, mentoring, and leadership.

Supercharge your leadership journey with innovative AI Prompt strategies-Are you ready to lead, coach, and mentor your team and colleagues with AI-driven precision? Imagine a ChatGPT Prompt Mastery experience that transforms the way you lead, develop teams, and reach your goals! This is your essential AI prompt book for an era where AI prompt engineering stands at the forefront of innovation. This book includes 111 game-changing prompts and their formulas. Apply them to your specific role, industry, and ambition-become the leader you want to be! Prompts are suitable for ChatGPT, Microsoft Copilot, Bing Chat, Google Bard, Meta Llama, and other popular AI prompt bots.Discover the Book's Unmatched Advantages: Immediate Action Plans: Craft laser-focused AI prompts for business that redefine coaching, mentoring, and leadership, all in less time than it takes to read this sentence.Quality, Upgraded: AI ChatGPT isn't just a tool-it's your partner in making every interaction more potent, skyrocketing your team's performance.Personalized Scaling: Your leadership skills made easy with AI's help, allowing you to tailor your approach and unleash the full potential of your team.Rethink Leadership: Discard stale strategies and embrace ChatGPT prompts to pioneer groundbreaking methods that will place you among top leaders. And empower yourself.Exclusive Bonuses Included with Your Purchase: Exclusive access to 'My Coaching, Mentoring & Leadership Advisor' GPT: This unique GPT offers personalized leadership, coaching, and mentoring guidance, significantly enhancing your professional growth with custom-tailored strategies. GPT was developed with OpenAI's GPT technology. 222 Real-World AI Prompt Examples: Gain a competitive edge in business coaching. These examples will sharpen your skills and enhance your coaching techniques, keeping you ahead in the evolving world of AI.E-copy of the book: Maximize your efficiency with our PDF. Effortlessly copy, paste, and tailor prompts to your needs. No more retyping!Comprehensive AI ChatGPT Guide: Dive into the world of AI with ease. Our straightforward guide demystifies AI, providing you with a clear pathway to integrate AI-guided strategies into your work. Perfect for beginners and seasoned professionals. 1100 Follow-Up Prompts: Foster continuous personal and professional growth. The follow-up prompts ensure you always have a fresh perspective and new ideas at your fingertips, making every interaction more insightful.Why This Book Is Your Ultimate Leadership Development Books Investment?ROI Concerns?: The returns on this business book's investment echo through your career, beyond mere leadership skills.Crushed for Time?: Our AI Prompts business book's strategies are built for lean efficiency-eliminate complexity.Non-Techie Friendly: No advanced degree required-our book ensures anyone can become an AI-empowered leader.Not Just a Book-It's your leadership revolution. Transform your leadership. Transcend your limitations.Turn this book into your secret weapon for unmatched personal and organizational growth. Click "Buy Now" today to begin your transformative leadership journey with the coaching effect you can gain with this business book.

Der Schwerpunkt dieses Werks liegt in der praktischen Anwendung der Algorithmen auf aktuelle Probleme innerhalb der Informatik. Die Algorithmen sind in kompakter Form in programmiersprachennaher Notation dargestellt, die eine leichte Übertragung in objektorientierte Programmiersprachen erlaubt. Optimale Prüfungsvorbereitung durch Übungsaufgaben in verschiedenen Schwierigkeitsgraden für das Bachelor- und das Masterstudium.

Cloud computing adoption has revolutionized how businesses and individuals harness the power of technology. The cloud's scalability, accessibility, and cost-efficiency have propelled it to the forefront of modern computing paradigms. However, as organizations increasingly rely on cloud services to store, process, and manage their data and applications, an intricate web of challenges has emerged, casting shadows over the very foundations of cloud computing. Improving Security, Privacy, and Trust in Cloud Computing unravels the complexities surrounding the cloud landscape, delving into the core concerns of security, privacy, and trust that have come to define its evolution. It aims to equip readers with the insights, knowledge, and practical strategies needed to navigate the intricate realm of cloud computing while safeguarding their most valuable assets. This book's exploration into security, privacy, and trust in cloud computing takes a holistic approach. Throughout the chapters of this book, readers will embark on a multidimensional expedition. This book will take them through real-world case studies of successful cloud security implementations and unfortunate breaches that underscore the urgency of robust defenses. From data encryption techniques to incident response protocols, this book offers practical insights and actionable strategies that can be implemented by IT professionals, security experts, and decision-makers alike.

Begin your journey toward efficient data manipulation with this robust technical guide and enhance your aggregation skills while building efficient pipelines for a variety of tasksKey Features: Build effective aggregation pipelines for increased productivity and performanceSolve common data manipulation and analysis problems with the help of practical examplesLearn essential strategies to aggregate time series data in financial datasets and IoTPurchase of the print or Kindle book includes a free PDF eBookBook Description: Officially endorsed by MongoDB, Inc., Practical MongoDB Aggregations helps you unlock the full potential of the MongoDB aggregation framework, including the latest features of MongoDB 7.0. This book provides practical, easy-to-digest principles and approaches for increasing your effectiveness in developing aggregation pipelines, supported by examples for building pipelines to solve complex data manipulation and analytical tasks.This book is customized for developers, architects, data analysts, data engineers, and data scientists with some familiarity with the aggregation framework. It begins by explaining the framework's architecture and then shows you how to build pipelines optimized for productivity and scale.Given the critical role arrays play in MongoDB's document model, the book delves into best practices for optimally manipulating arrays. The latter part of the book equips you with examples to solve common data processing challenges so you can apply the lessons you've learned to practical situations. By the end of this MongoDB book, you'll have learned how to utilize the MongoDB aggregation framework to streamline your data analysis and manipulation processes effectively.What You Will Learn: Develop dynamic aggregation pipelines tailored to changing business requirementsMaster essential techniques to optimize aggregation pipelines for rapid data processingAchieve optimal efficiency for applying aggregations to vast datasets with effective sharding strategiesEliminate the performance penalties of processing data externally by filtering, grouping, and calculating aggregated values directly within the databaseUse pipelines to help you secure your data access and distributionWho this book is for: This book is for intermediate-level developers, architects, analysts, engineers, and data scientists who are interested in learning about aggregation capabilities in MongoDB. Working knowledge of MongoDB is needed to get the most out of this book.

Jede große Transformation in der Geschichte der Menschheit wurde bisher von einer kulturellen Revolution ausgelöst und begleitet. Diese Publikation zeigt, warum dies auch für die Transformation zur Nachhaltigkeit gilt. Im Fokus stehen nicht nur Werte, Menschen- und Naturbilder, sondern auch die gesellschaftliche Verantwortung von Bildung, Wissenschaft, Kunst und Medien. Für die zweite Auflage wurden die Inhalte überarbeitet und aktualisiert, Thesen geschärft und neue Studien einbezogen.Gegenwärtig befinden wir uns zwischen zwei großen gesellschaftlichen Transformationen: Die erste ist die kapitalistisch-industrielle, die vor fünf Jahrhunderten begann, bis heute dominiert und sich am Kulturprogramm der Modernisierung orientiert. Sie hat die Gesellschaft in eine Polykrise geführt, es droht ein Zivilisationskollaps. Die zweite Transformation ist jene zur Nachhaltigkeit, die sich an ¿Visionen einer anderen Entwicklung¿ jenseits von Wachstum und Massenkonsum orientiert. Diese beiden Transformationen verdrängen sich an einigen Stellen gegenseitig und vermischen sich an anderen. Einerseits ist es die schwächere Transformation, die oft assimiliert wird. So werden derzeit eine ¿ökologische Modernisierung¿ und ein ¿nachhaltiges Wachstum¿ theorisiert, obwohl solche Ansätze Widersprüche an sich sind. Andererseits ist die soziale und ökologische Umwelt ein politisches Subjekt, das immer stärker in Dynamiken und Debatten mitmischt. So oder so wird sich an den Reibungsflächen zwischen den beiden Transformationen entscheiden, wie sich die Transformation zur Nachhaltigkeit am Ende durchsetzt: by Disaster or by Design.

Complex systems are agglomerations of individuals, events and behaviors that are based on patterns of random situations that give rise to futuristic results when they are analyzed using computer tools through computer simulations. The prediction of events that have not yet happened has never been more evident than it is today, which proves its importance in the current environment in which we live. All this research is based on studying patterns of random events that form facts and situations that may or may not happen with human intervention.

Die Haftungsrisiken von Vorständen, Geschäftsführern und Mitgliedern von Aufsichtsgremien beschäftigen Unternehmen, Unternehmensorgane, ihre Berater und Gerichte in erheblichem Umfang. Dies liegt einerseits an der zunehmenden Regulierungsdichte, der Unternehmen und ihre Organe ausgesetzt sind, andererseits an der oft kritischen Begleitung des Unternehmensgeschehens durch Investoren und die interessierte Öffentlichkeit. Skandale und Unternehmensschieflagen tragen ebenso hierzu bei.Das Buch will in der unübersichtlicher gewordenen Rechtsmaterie Orientierung bieten. Im Einzelnen dargestellt werden die rechtlichen Strukturen, die der Haftung dem Unternehmen gegenüber (Innenhaftung) und der Haftung gegenüber Dritten (Außenhaftung) zugrunde liegen. Ebenso werden die praktisch relevanten Fallkonstellationen beschrieben, in denen sich die Organhaftung häufig realisiert.Besonderes Augenmerk wird darauf gerichtet, wie Haftungsrisiken vermieden oder beschränkt werden können. In diesem Zusammenhang ist der D&O-Versicherung, deren Anwendungsbereich sowie ihrer Mechanik ein breiter Raum gewidmet. Abgerundet wird das Werk durch die Aufnahme relevanter Regelwerke wie des Deutschen Corporate Governance Kodex oder der GDV-Musterbedingungen für die D&O-Versicherung mit Erläuterungen sowie ein ausführliches Sachverzeichnis.

'History is made up of myths,' writes the renowned Russian dissident journalist Mikhail Zygar. 'Alas, our myths led us to the fascism of 2022. It is time to expose them.' Drawing from his perilous career investigating the frontiers of the Russian empire, Zygar reveals how 350 years of propaganda, bad historical scholarship, folk tales and fantasy spurred his nation into war with Ukraine.A noted expert on the Kremlin with unparalleled access to hundreds of players in the current conflict - from politicians to oligarchs, gangsters to comedians (not least Zelensky himself) - Zygar chronicles the power struggles from which today's politics grew, and digs out the essential truths from behind layers of seductive legend. By surveying the strange, complex record of Russo-Ukrainian relations, WAR AND PUNISHMENT reveals exactly how the largest nation on Earth lost its senses. A work of history can't undo the past or transform the present, but sometimes it can shape the future.

Gain both a firm practical understanding and sufficient theoretical insight into the inner workings of Linux kernel internals, learn to write high-quality kernel module code, understand the complexities of kernel synchronizationPurchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesDiscover how to write Linux kernel and module code for real-world productsImplement industry-grade techniques in real-world scenarios for fast, efficient memory allocation and data synchronizationUnderstand and exploit kernel architecture, CPU scheduling, and kernel synchronization techniquesBook DescriptionThe 2nd Edition of Linux Kernel Programming is an updated, comprehensive guide for new programmers to the Linux kernel. This book uses the recent 6.1 Long-Term Support (LTS) Linux kernel series, which will be maintained until Dec 2026, and also delves into its many new features. Further, the Civil Infrastructure Project has pledged to maintain and support this 6.1 Super LTS (SLTS) kernel right until August 2033, keeping this book valid for years to come!You'll begin this exciting journey by learning how to build the kernel from source. In a step by step manner, you will then learn how to write your first kernel module by leveraging the kernel's powerful Loadable Kernel Module (LKM) framework. With this foundation, you will delve into key kernel internals topics including Linux kernel architecture, memory management, and CPU (task) scheduling. You'll finish with understanding the deep issues of concurrency, and gain insight into how they can be addressed with various synchronization/locking technologies (e.g., mutexes, spinlocks, atomic/refcount operators, rw-spinlocks and even lock-free technologies such as per-CPU and RCU).By the end of this book, you'll have a much better understanding of the fundamentals of writing the Linux kernel and kernel module code that can straight away be used in real-world projects and products.What you will learnConfigure and build the 6.1 LTS kernel from sourceWrite high-quality modular kernel code (LKM framework) for 6.x kernelsExplore modern Linux kernel architectureGet to grips with key internals details regarding memory management within the kernelUnderstand and work with various dynamic kernel memory alloc/dealloc APIsDiscover key internals aspects regarding CPU scheduling within the kernel, including cgroups v2Gain a deeper understanding of kernel concurrency issuesLearn how to work with key kernel synchronization primitivesWho this book is forThis book is for beginner Linux programmers and developers looking to get started with the Linux kernel, providing a knowledge base to understand required kernel internal topics and overcome frequent and common development issues.A basic understanding of Linux CLI and C programming is assumed.Table of ContentsLinux Kernel Programming - A Quick IntroductionBuilding the 6.x Linux Kernel from Source - Part 1Building the 6.x Linux Kernel from Source - Part 2Writing Your First Kernel Module - Part 1Writing Your First Kernel Module - Part 2Kernel Internals Essentials - Processes and ThreadsMemory Management Internals - EssentialsKernel Memory Allocation for Module Authors - Part 1Kernel Memory Allocation for Module Authors - Part 2The CPU Scheduler - Part 1The CPU Scheduler - Part 2Kernel Synchronization - Part 1Kernel Synchronization - Part 2

Unlock over 100 recipes for mastering Microsoft 365. Boost productivity with Copilot, collaborate with SharePoint and Teams, automate tasks, create apps and reports using Power Automate (with RPA), Power Apps, Power BI, and more.Print or Kindle book purchase includes a free PDF eBook.Key Features- Enhance collaboration and productivity using SharePoint, Teams, OneDrive, Viva, Planner, and Microsoft Forms- Automate processes, build apps, bots, and dashboards with Power Automate (with RPA), Power Apps, Copilot Studio, and Power BI- Harness Copilot, the new AI virtual assistant, for seamless support in your everyday tasksBook DescriptionMicrosoft 365 offers tools for content management, communication, process automation, and report creation. Microsoft 365 and SharePoint Online Cookbook maximizes workplace collaboration and productivity using SharePoint Online, Teams, OneDrive, Delve, M365 Search, Copilot, Power Platform, Viva, Planner, and Microsoft Forms.You will find thoroughly updated recipes for SharePoint Online, covering sites, lists, libraries, pages, web parts, and learn SharePoint Framework (SPFx) basics for building solutions. You will explore many Microsoft Teams recipes to prepare it to be your organization's central collaboration hub. You will be able to unlock Power Platform potential with recipes for Power Apps to enable low-code/no-code app development and learn to automate tasks with Power Automate and Power Automate Desktop. The book teaches you data visualization with Power BI, and chatbot creation with Power Virtual Agents (Copilot Studio). Finally, you will also learn about the cutting-edge Copilot and Gen AI functionality in Microsoft 365 and Power Platform. By the end, you will be equipped with skills to effectively use Microsoft 365, SharePoint Online, and the Power Platform.Whether it's enhancing career prospects or improving business operations, this book is a perfect companion on your journey through the Microsoft Office 365 suite.What you will learn- Collaborate effectively with SharePoint, Teams, OneDrive, Delve, Search, and Viva- Boost creativity and productivity with Microsoft Copilot- Develop and deploy custom applications using Power Apps- Create custom bots using Power Virtual Agents (Copilot Studio)- Integrate with other apps, automate workflows and repetitive processes with Power Automate/Desktop (RPA)- Design reports and engaging dashboards with Power BI- Utilize Planner, To Do, and gather feedback with polls and surveys in Microsoft Forms- Experience seamless integration in the mobile platforWho this book is forThis cookbook caters to professionals stepping into the world of Microsoft 365 and SharePoint Online. It is tailored for a broad spectrum of skillsets including general business professionals, IT administrators, and enterprise architects who are newcomers to Microsoft 365, offering valuable insights for establishing a contemporary, digital workplace effectively.Table of Contents- Overview of Microsoft 365- Introduction to SharePoint Online- Modern Sites in SharePoint Online- Lists and Libraries in SharePoint Online- Document Management in SharePoint Online- OneDrive- Microsoft Teams- Power Automate (Microsoft Flow)- Creating Power Apps- Applying Power Apps- Power BI- Overview of Copilot in Microsoft 365 and Power Platform- Term Store and Content Types in SharePoint Online- Search in Microsoft 365- Microsoft Delve(N.B. Please use the Read Sample option to see further chapters)

¿¿¿¿ Introducing the Ultimate Application Design Book Bundle! ¿¿¿¿Are you ready to take your application design skills to the next level? Dive into the world of data-intensive app systems with our comprehensive book bundle, "Application Design: Key Principles for Data-Intensive App Systems." ¿¿¿¿¿¿¿¿¿¿¿¿ Book 1 - Foundations of Application Design: Lay the groundwork for success with an introduction to key principles for data-intensive systems. From data modeling basics to architecture patterns, this volume sets the stage for mastering application design.¿¿¿¿ Book 2 - Mastering Data-Intensive App Architecture: Elevate your skills with advanced techniques and best practices for architecting data-intensive applications. Explore distributed systems, microservices, and optimization strategies to build scalable and resilient systems.¿¿¿¿ Book 3 - Scaling Applications: Learn essential strategies and tactics for handling data-intensive workloads. Discover performance optimization techniques, cloud computing, and containerization to scale your applications effectively.¿¿¿¿ Book 4 - Expert Insights in Application Design: Gain valuable insights from industry experts and thought leaders. Explore cutting-edge approaches and innovations shaping the future of data-intensive application development.With a combined wealth of knowledge, these four books provide everything you need to succeed in the fast-paced world of application design. Whether you're a seasoned professional or just starting your journey, this bundle is your roadmap to success. ¿¿¿¿¿¿¿¿¿¿¿¿¿ Don't miss out on this opportunity to master application design and unlock new possibilities in your career. Get your hands on the "Application Design: Key Principles for Data-Intensive App Systems" book bundle today! ¿¿¿¿¿¿¿¿

¿¿¿¿ MICROSERVICES: NOVICE TO NINJA ¿¿¿¿Are you ready to level up your microservices game? Dive into the ultimate guide with our comprehensive book bundle, "Microservices: Novice to Ninja." ¿¿¿¿¿¿¿¿ BOOK 1 - MICROSERVICES 101: ¿¿¿¿ Embark on your journey into the world of distributed systems with our beginner's guide. Learn the fundamentals of microservices architecture, from decoupling to scalability. Perfect for those new to the concept! ¿¿¿¿¿¿¿¿ BOOK 2 - ARCHITECTING MICROSERVICES: ¿¿¿¿¿ Take your skills to the next level with strategies for designing scalable and resilient systems. Discover essential design patterns and principles like bounded contexts and aggregates. Build systems that can adapt and evolve effortlessly! ¿¿¿¿¿¿¿¿ BOOK 3 - MASTERING MICROSERVICES: ¿¿¿¿ Ready for the big leagues? Learn advanced techniques for optimizing performance and security. Dive into performance tuning, security best practices, and more. Become a master of microservices optimization! ¿¿¿¿¿¿¿¿¿ BOOK 4 - MICROSERVICES MASTERY: ¿¿¿¿ Unlock expert insights into deployment, monitoring, and maintenance. Automate deployment pipelines, monitor system health, and troubleshoot issues like a pro. Ensure your microservices are always running smoothly! ¿¿¿¿With "Microservices: Novice to Ninja," you'll have everything you need to build, design, and deploy distributed services like a true expert. Don't miss out on this essential book bundle for mastering microservices architecture! ¿¿¿¿¿¿¿¿¿¿¿¿

Machine Learning (ML)-based Artificial Intelligence (AI) algorithms have the capability to learn from known examples, creating various abstract representations and models. When applied to unfamiliar examples, these algorithms can perform a range of tasks, including classification, regression, and forecasting, to name a few.Frequently, these highly effective ML representations are challenging to comprehend, especially in the case of Deep Learning models, which may involve millions of parameters. However, in many applications, it is crucial for stakeholders to grasp the reasoning behind the system's decisions to utilize them more effectively. This necessity has prompted extensive research efforts aimed at enhancing the transparency and interpretability of ML algorithms, forming the field of explainable Artificial Intelligence (XAI).The objectives of XAI encompass: introducing transparency to ML models by offering comprehensive insights into the rationale behind specific decisions; designing ML models that are both more interpretable and transparent, while maintaining high levels of performance;, and establishing methods for assessing the overall interpretability and transparency of models, quantifying their effectiveness for various stakeholders.This Special Issue gathers contributions on recent advancements and techniques within the domain of XAI.

Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey Features- Grasp the principles of data centricity and apply them to real-world scenarios- Gain experience with quality data collection, labeling, and synthetic data creation using Python- Develop essential skills for building reliable, responsible, and ethical machine learning solutions- Purchase of the print or Kindle book includes a free PDF eBookBook DescriptionIn the rapidly advancing data-driven world where data quality is pivotal to the success of machine learning and artificial intelligence projects, this critically timed guide provides a rare, end-to-end overview of data-centric machine learning (DCML), along with hands-on applications of technical and non-technical approaches to generating deeper and more accurate datasets.This book will help you understand what data-centric ML/AI is and how it can help you to realize the potential of 'small data'. Delving into the building blocks of data-centric ML/AI, you'll explore the human aspects of data labeling, tackle ambiguity in labeling, and understand the role of synthetic data. From strategies to improve data collection to techniques for refining and augmenting datasets, you'll learn everything you need to elevate your data-centric practices. Through applied examples and insights for overcoming challenges, you'll get a roadmap for implementing data-centric ML/AI in diverse applications in Python.By the end of this book, you'll have developed a profound understanding of data-centric ML/AI and the proficiency to seamlessly integrate common data-centric approaches in the model development lifecycle to unlock the full potential of your machine learning projects by prioritizing data quality and reliability.What you will learn- Understand the impact of input data quality compared to model selection and tuning- Recognize the crucial role of subject-matter experts in effective model development- Implement data cleaning, labeling, and augmentation best practices- Explore common synthetic data generation techniques and their applications- Apply synthetic data generation techniques using common Python packages- Detect and mitigate bias in a dataset using best-practice techniques- Understand the importance of reliability, responsibility, and ethical considerations in ML/AIWho this book is forThis book is for data science professionals and machine learning enthusiasts looking to understand the concept of data-centricity, its benefits over a model-centric approach, and the practical application of a best-practice data-centric approach in their work. This book is also for other data professionals and senior leaders who want to explore the tools and techniques to improve data quality and create opportunities for small data ML/AI in their organizations.Table of Contents- Exploring Data-Centric Machine Learning- From Model-Centric to Data-Centric - ML's Evolution- Principles of Data-Centric ML- Data Labeling Is a Collaborative Process- Techniques for Data Cleaning- Techniques for Programmatic Labeling in Machine Learning- Using Synthetic Data in Data-Centric Machine Learning- Techniques for Identifying and Removing Bias- Dealing with Edge Cases and Rare Events in Machine Learning- Kick-Starting Your Journey in Data-Centric Machine Learning

Embrace WordPress to unlock creative possibilities, discovering new design tools and patterns that will elevate your website's aestheticKey FeaturesExplore WordPress pattern directory for free patterns and create captivating designs with less codingLearn to use design tools effectively, stay updated on their evolution, and find tools for third-party blocksMaster block styles by understanding their concepts, applications, and seamless theme integrationPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionExperience a revolutionary WordPress styling transformation with WordPress Styling with Blocks, Patterns, Templates, and Themes by uncovering a wealth of features that redefine the future of WordPress. This guide introduces you to full-site editing and block design tools that enable you to shape the overall aesthetics and layout of your dream website with unprecedented ease. Get ready to harness the power of diverse cutting-edge features as you delve into this WordPress book, focusing on the Gutenberg editing experience. Guided by examples that demonstrate effortless customization entirely suited to your preferences, you'll master the design tools, patterns, and full site editing capabilities to shape impactful websites that mirror your distinct vision and creativity. As you immerse yourself in the core of WordPress styling, you'll understand the rationale and terminology underpinning each element and how to use it to its full potential.By the end of this book, you'll be equipped to build your dream website, reflecting your distinctive style.What you will learnAcquire skills in block recognition, CSS-free customization, and identifying supported block design toolsRecognize the significance of global styles in modern WordPress themesLocate sources for block themes and kickstart personal creationsDiscover, create, and share editor patterns and integrate them into themesComprehend the WordPress Pattern Directory, locating and adding patternsMaster the effective use, availability, and implementation of website design toolsWho this book is forThis book is your go-to resource for exploring and unleashing your creative potential using the latest styling features available in WordPress. Whether you're a non-coder, a hobbyist, or a seasoned WordPress user, this guide will help you discover the full range of new options. With no prior knowledge assumed, each step is carefully explained to ensure that you make the most of the latest version. Starting with a no-code approach, the book progressively introduces some coding for those interested in taking their learning further.Table of ContentsIntroducing blocksBlock design toolsBlock stylesBlock and styles wrap-upUnderstanding block patternsDiscovering and creating block patternsDiscovering the WordPress Pattern DirectoryWrapping up patternsAn introduction to full site editingDiscovering and creating template partsDiscovering and creating templatesTemplates wrap-upUnderstanding how themes have changedDiscovering stylesDiscovering WordPress block themesWrapping up themes

El objetivo de este libro de investigación es identificar el comportamiento pre pandémico del precio de las criptomonedas. Se plantean algunos elementos de la teoría de juegos como sustento o base teórica-racional. Se colecta información de las 10 principales criptomonedas del mundo, de frecuencia diaria (N=730) de 2017 a 2019 (antes de 2017 básicamente sólo hay información de Bitcoin y 2019 es el último año del que se disponía información al momento de correr el análisis). Se emplea la correlación de Pearson para contrastar la hipótesis de que el precio de las criptomonedas se correlaciona entre sí. Los resultados permiten aceptar la hipótesis a un nivel de confianza estadísticamente significativo (99%).