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Daten-Teams: Ein einheitliches Managementmodell für erfolgreiche, datenorientierte Teams
by Jesse AndersonErfahren Sie, wie Sie erfolgreiche Big-Data-Projekte durchführen, wie Sie Ihre Teams mit Ressourcen ausstatten und wie die Teams miteinander arbeiten sollten, um kosteneffizient zu sein. In diesem Buch werden die drei Teams vorgestellt, die für erfolgreiche Projekte erforderlich sind, und es wird erläutert, welche Aufgaben die einzelnen Teams haben.Die meisten Unternehmen scheitern mit Big-Data-Projekten, und der Misserfolg wird fast immer auf die verwendeten Technologien geschoben. Um erfolgreich zu sein, müssen sich Unternehmen sowohl auf die Technologie als auch auf das Management konzentrieren.Die Nutzung von Daten ist ein Teamsport. Es bedarf verschiedener Menschen mit unterschiedlichen Fähigkeiten, die alle zusammenarbeiten müssen, um etwas zu erreichen. Bei allen Projekten, mit Ausnahme der kleinsten, sollten die Mitarbeiter in mehreren Teams organisiert werden, um das Scheitern von Projekten und unzureichende Leistungen zu vermeiden.Dieses Buch konzentriert sich auf das Management. Vor einigen Jahren wurde wenig bis gar nicht über das Management von Big-Data-Projekten oder -Teams geschrieben oder gesprochen. Data Teams zeigt, warum Managementfehler die Ursache für so viele Projektmisserfolge sind und wie Sie solche Misserfolge in Ihrem Projekt proaktiv verhindern können.Was Sie lernen werdenEntdecken Sie die drei Teams, die Sie benötigen, um mit Big Data erfolgreich zu seinVerstehen, was ein Datenwissenschaftler ist und was ein Datenwissenschaftsteam tutVerstehen, was ein Data Engineer ist und was ein Data Engineering Team machtVerstehen, was ein Betriebsingenieur ist und was ein Betriebsteam tutWissen, wie sich die Teams und Titel unterscheiden und warum Sie alle drei Teams brauchenErkennen, welche Rolle das Unternehmen bei der Zusammenarbeit mit Datenteams spielt und wie der Rest der Organisation zu erfolgreichen Datenprojekten beiträgtFür wen dieses Buch gedacht istFührungskräfte aller Ebenen, einschließlich derjenigen, die über einige technische Fähigkeiten verfügen und ein Big-Data-Projekt in Angriff nehmen wollen oder bereits ein Big-Data-Projekt begonnen haben. Es ist besonders hilfreich für diejenigen, die Projekte haben, die nicht vorankommen und nicht wissen, warum, oder die an einer Konferenz teilgenommen oder über Big Data gelesen haben und nun damit beginnen, zu prüfen, was nötig ist, um ein Projekt zu realisieren.Dieses Buch ist auch für leitende Mitarbeiter oder technische Architekten relevant, die in einem Team arbeiten, das vom Unternehmen beauftragt wurde, herauszufinden, was nötig ist, um ein Projekt zu starten, in einem Projekt, das nicht vorankommt, oder die feststellen müssen, ob es nichttechnische Probleme gibt, die ihr Projekt beeinträchtigen.
PostgreSQL Query Optimization: The Ultimate Guide to Building Efficient Queries
by Henrietta Dombrovskaya Boris Novikov Anna BailliekovaWrite optimized queries. This book helps you write queries that perform fast and deliver results on time. You will learn that query optimization is not a dark art practiced by a small, secretive cabal of sorcerers. Any motivated professional can learn to write efficient queries from the get-go and capably optimize existing queries. You will learn to look at the process of writing a query from the database engine’s point of view, and know how to think like the database optimizer. The book begins with a discussion of what a performant system is and progresses to measuring performance and setting performance goals. It introduces different classes of queries and optimization techniques suitable to each, such as the use of indexes and specific join algorithms. You will learn to read and understand query execution plans along with techniques for influencing those plans for better performance. The book also covers advanced topics such as the use of functions and procedures, dynamic SQL, and generated queries. All of these techniques are then used together to produce performant applications, avoiding the pitfalls of object-relational mappers.This second edition includes new examples using Postgres 15 and the newest version of the PostgresAir database. It includes additional details and clarifications about advanced topics, and covers configuration parameters in greater depth. Finally, it makes use of advancements in NORM, using automatically generated functions. What You Will LearnIdentify optimization goals in OLTP and OLAP systemsRead and understand PostgreSQL execution plansDistinguish between short queries and long queriesChoose the right optimization technique for each query typeIdentify indexes that will improve query performanceOptimize full table scansAvoid the pitfalls of object-relational mapping systemsOptimize the entire application rather than just database queries Who This Book Is ForIT professionals working in PostgreSQL who want to develop performant and scalable applications, anyone whose job title contains the words “database developer” or “database administrator" or who is a backend developer charged with programming database calls, and system architects involved in the overall design of application systems running against a PostgreSQL database
Anti-Money Laundering in a Nutshell: Awareness and Compliance for Financial Personnel and Business Managers
by Kevin SullivanAnti–Money Laundering in a Nutshell is a concise, accessible, and practical guide to compliance with anti–money laundering law for financial professionals, corporate investigators, business managers, and all personnel of financial institutions who are required, under penalty of hefty fines, to get anti–money laundering training. This new edition of Anti-Money Laundering will update the topics discussed, and introduce the changes and updates including information on the AMLA Act of 2020, new EU standards and directives, anti-money laundering on digital currencies and more.Money laundering is endemic. As much as 5 percent of global GDP ($3.6 trillion) is laundered by criminals each year. It’s no wonder that every financial institution in the United States—including banks, credit card companies, insurers, securities brokerages, private funds, and money service businesses—must comply with complex examination, training, and reporting requirements mandated by a welter of federal anti–money laundering (AML) laws. Ignorance of crime is no excuse before the law. Financial institutions and businesses that unknowingly serve as conduits for money laundering are no less liable to prosecution and fines than those that condone or abet it.In Anti–Money Laundering in a Nutshell: Awareness and Compliance for Financial Personnel and Business Managers, Kevin Sullivan draws on a distinguished career as an AML agent and consultant to teach personnel in financial institutions what money laundering is, who does it, how they do it, how to prevent it, how to detect it, and how to report it in compliance with federal law. He traces the dynamic interplay among employees, regulatory examiners, compliance officers, fraud and forensic accountants and technologists, criminal investigators, and prosecutors in following up on reports, catching launderers, and protecting the integrity and reputations of financial institutions and businesses. In particular, corporate investigators will gain rich insights winnowed from the author's experiences as a New York State and federal investigator.
Flame Game Development: Your Guide to Creating Cross-Platform Games in 2D Using Flame Engine in Flutter 3
by Andrés Cruz YorisReimagine your development process and create, test, and deploy your mobile, web, desktop, and embedded apps from a single codebase. This book shows you how to leverage Flame, the modular Flutter game engine, to build cross-platform 2D games. With Flutter, you can create all kinds of apps by making subtle changes to projects at the code level. Guided by a practical project-based approach, you'll begin by downloading and installing the game engine. You'll then move on to creating widgets in Flutter and components within our game, such as player, enemy, background, consumables, etc. The book also shows you how to add sprites, render images, setup animation, and much more. Flame Game Development is perfect for the novice eager to gain hands-on knowledge of this exciting game engine's library to create a simple 2D game. What You'll LearnApply Flutter coding skills to game developmentDevelop games that can be played on all platformsCreate your first 2D game using FlameWho This Book Is ForBeginners who want to learn how to develop games on Flame and create their first 2D game with Flutter.
Scripting Farming Simulator with Lua: Unlocking the Virtual Fields
by Zander Brumbaugh Manuel LeithnerCreate mods using the popular game Farming Simulator with Lua, a versatile scripting language that can run on various platforms and applications. This open access book is best suited for programmers who want to learn how to use Lua to write scripts that can enhance and extend the gameplay experience.You'll start by reviewing the basics of programming in Lua and then move on to advanced topics, such as object-oriented programming, vehicle and placeable specializations, network synchronization, and creating custom user interfaces. With step-by-step instructions and detailed explanations, you'll see how to create scripts that modify game mechanics and add new features to the game.The practical examples and projects are ideal for providing hands-on experience with Lua scripting. Whether you are a creator looking to take your skills to the next level or a game developer interested in learning a new programming language, Scripting Farming Simulator with Lua is the ultimate guide to mastering Lua scripting.What You'll LearnUnderstand the fundamentals of programming in LUAImplement a basic “Hello-World” modAdd a new graphical user interface to your modUse hook scripts to extend base game featuresPublish your mod on the official Farming Simulator ModHub Who This Book Is ForCreators who want to add new features to Farming Simulator; game developers who want to learn a new programming language for modding purposes, and anyone who wants to expand their knowledge of programming and scripting.
CISSP Exam Certification Companion: 1000+ Practice Questions and Expert Strategies for Passing the CISSP Exam (Certification Study Companion Series)
by Mohamed Aly BoukeThis is a comprehensive guide for individuals preparing for the Certified Information Systems Security Professional (CISSP) exam. The book's main focus is to provide readers with a wealth of practice questions and expert tips to help them pass the CISSP exam.The demand for certified information security professionals continues to increase, and the CISSP exam is widely recognized as one of the most challenging and comprehensive information security certification exams. This book will provide readers with the practice and exam strategies they need to pass the CISSP exam and launch their careers in information security. It covers all of the topics tested on the exam, including security management practices, access control systems and methodology; laws, regulations, standards, and compliance; and telecommunications and network security.In addition to providing practice questions, this book also includes background information on the CISSP exam, including the exam format, content, and best ways to study for the exam. It is designed to be user friendly and easy to follow, with clear explanations and examples for all the practice questions.What You Will LearnGain a comprehensive understanding of the CISSP Common Body of Knowledge (CBK)Gain background information on the CISSP exam, including the exam format, content, and best ways to study for the examDevelop the critical thinking skills that are essential for success on the CISSP examMaster test-taking strategies for successfully passing the CISSP examPrepare through a realistic simulation of the actual CISSP examWho this book is for:Individuals preparing for the Certified Information Systems Security Professional (CISSP) exam—someone who has a background in information technology or information security and is looking to pass the CISSP exam and become a CISSP-certified professional.Secondary audiences include information technology professionals looking to expand their knowledge and skills in the field of information security, individuals interested in pursuing a career in information security and considering the CISSP certification, and current or aspiring information security managers who want to advance their careers and take on more responsibilities in their organizations.
API Management: An Architect's Guide to Developing and Managing APIs for Your Organization
by Brajesh DeAPIs are the enablers for a thriving ecosystem that can drive revenue growth and ROIs for any organization. This book will cover all relevant topics and trends that enterprise architects need to know to build and govern APIs as a product. The second edition of the API Management builds on the foundation established in the first edition to cover recent advances in API development as well as the principles and best practices of building API as a product. It has been updated to cover the latest and emerging trends in API architecture, design, and implementation covering the use of gRPC, graphQL, microservices and service mesh to building and manage a scalable API platform. New chapters cover how to build an effective API strategy for digital transformation and implement an API-First architecture to build and deliver APIs as a Product. Any software architect or developer looking to adopt and build APIs for digital transformation and excellence within their organization will find this book to be an invaluable resource. What You Will Learn Understand API Management Architecture and Design best practices How to build an effective API strategy and build APIs as product How to design, build and test APIs using API-First approach How to implement API Security What are the latest API technology trends and adoption across industry Who This Book Is For CxOs, software architects, and developers who are looking to implement APIs within their organization for digital transformation initiatives.
Creating Infographics with Adobe Illustrator: 2D and 3D Graphics
by Jennifer HarderThis full-color book will teach you how to use Adobe Illustrator's various tools to create infographics, as well as basic page layouts for them. It focuses on Illustrator’s powerful graphing tools and 2D and 3D effects. How can an infographic or graph be altered and adapted to appear more engaging and still display your data accurately? What additional effects can be used on your infographic to produce the results you envision? In this second volume of Creating Infographics with Adobe Illustrator, you will learn the answers to all these questions. Author Jennifer Harder will walk you through creating basic infographics in Illustrator using Illustrator tools such as Graphing Tools as well as how to create 2D effects and 3D shapes with their related materials, including Symbols. Upon completing this volume, you will have an appreciation for how easy it is to design an infographic or graph to display your data and discover how rudimentary shapes and colors can be altered using patterns, as well as 2D and 3D effects, to enhance readability while conveying meaning to your audience. You will be able to use this knowledge to create your own infographics using Illustrator’s wide array of tools. What You Will Learn Use Illustrator’s Graphing Tools to create and modify basic charts or graphsWork with popular 2D effects to enhance your design in IllustratorCreate 3D Shapes using Materials and Symbols and modify your 3D GraphsExplore basic Image Trace and Perspective options in Illustrator Who This Book Is For Beginner-level designers and others who are interested in learning the process of creating infographics for their company, the classroom, for data visualization, an article in a magazine, or a webpage.
Creating Infographics with Adobe Illustrator: Interactive Infographics and the Creative Cloud
by Jennifer HarderThis full-color book, the third of three volumes, focuses on Adobe Illustrator’s SVG interactivity tools. How can an infographic be made more interactive for an audience? What additional Illustrator tools and Adobe applications can be used to enhance your infographic layout? In this final volume of Creating Infographics with Adobe Illustrator, you will learn the answers to all these questions. Author Jennifer Harder will walk you through creating basic infographics in Illustrator using Illustrator tools for creating SVG files, known as Scalable Vector Graphics, for basic Interactivity on a web page. Then you will review layouts in other Adobe Applications in relation to their connectivity with Illustrator. Upon completing this volume, you will have a thorough understanding of how to design an infographic with basic interactivity for a web page, and how this can improve visualization and convey meaning to your audience. Moreover, you will be able to use this knowledge to create your own infographics using Illustrator’s wide array of tools. What You Will Learn Discover how to apply interactivity to an infographicGain insight into different infographic layouts and how to finalize your project with your clientExplore other Adobe Creative Cloud applications that may assist you in the future as you create your infographics Who This Book Is For Beginner-level designers and others who are interested in learning the process of creating infographics for their company, the classroom, for, an article in a magazine, or adding interactivity to webpage.
Pro Spring Security: Securing Spring Framework 6 and Boot 3-based Java Applications
by Massimo Nardone Carlo ScarioniBuild and deploy secure Spring Framework and Spring Boot-based enterprise Java applications with the Spring Security Framework. This book explores a comprehensive set of functionalities to implement industry-standard authentication and authorization mechanisms for Java applications.Pro Spring Security, Third Edition has been updated to incorporate the changes in Spring Framework 6 and Spring Boot 3. It is an advanced tutorial and reference that guides you through the implementation of the security features for a Java web application by presenting consistent examples built from the ground up.This book also provides you with a broader look into Spring security by including up-to-date use cases such as building a security layer for RESTful web services and JSON Web Token applications.What You Will LearnExplore the scope of security and how to use the Spring Security FrameworkMaster Spring security architecture and design Secure the web tier in Spring Work with alternative authentication providersTake advantage of business objects and logic securityExtend Spring security with other frameworks and languagesSecure the service layerSecure the application with JSON Web TokenWho This Book Is ForExperienced Spring and Java developers with prior experience in building Spring Framework or Boot-based applications
Unleashing The Power of ChatGPT: A Real World Business Applications
by Charles WaghmareExplore the role ChatGPT can play in business, including operations, marketing, sales, and delivery. This concise book illustrates how ChatGPT is changing the way individuals interact with machines and how you can take advantage of its capabilities for business. The book starts with an overview of ChatGPT and its impact in the realm of of conversational AI. You will then dive into the technical aspects of ChatGPT and gain an understanding of how machine learning algorithms and natural language processing work in the background. Various business applications of ChatGPT are then discussed, followed by how it can get integrated into your business operations. To wrap things up, you will gain insight into the data and privacy elements that need to be considered while using ChatGPT, and how to maintain its integrity. After completing this book, you will understand the ChatGPT framework and how to integrate it into your own ventures. What You Will Learn Understand the various technologies and techniques utilized in ChatGPTGain insight into the future of human-machine interactionAnalyze the advantages and disadvantages of ChatGPT for your industryExplore the ethical implications of using AI Who This Book Is For Tech enthusiasts who are passionate about artificial intelligence (AI), machine learning, and human-machine interaction.
Architecting a Modern Data Warehouse for Large Enterprises: Build Multi-cloud Modern Distributed Data Warehouses with Azure and AWS
by Anjani Kumar Abhishek Mishra Sanjeev KumarDesign and architect new generation cloud-based data warehouses using Azure and AWS. This book provides an in-depth understanding of how to build modern cloud-native data warehouses, as well as their history and evolution. The book starts by covering foundational data warehouse concepts, and introduces modern features such as distributed processing, big data storage, data streaming, and processing data on the cloud. You will gain an understanding of the synergy, relevance, and usage data warehousing standard practices in the modern world of distributed data processing. The authors walk you through the essential concepts of Data Mesh, Data Lake, Lakehouse, and Delta Lake. And they demonstrate the services and offerings available on Azure and AWS that deal with data orchestration, data democratization, data governance, data security, and business intelligence. After completing this book, you will be ready to design and architect enterprise-grade, cloud-based modern data warehouses using industry best practices and guidelines. What You Will Learn Understand the core concepts underlying modern data warehousesDesign and build cloud-native data warehousesGain a practical approach to architecting and building data warehouses on Azure and AWSImplement modern data warehousing components such as Data Mesh, Data Lake, Delta Lake, and LakehouseProcess data through pandas and evaluate your model’s performance using metrics such as F1-score, precision, and recallApply deep learning to supervised, semi-supervised, and unsupervised anomaly detection tasks for tabular datasets and time series applications Who This Book Is For Experienced developers, cloud architects, and technology enthusiasts looking to build cloud-based modern data warehouses using Azure and AWS
Roblox Lua Scripting Essentials: A Step-by-Step Guide
by Christopher CoutinhoEmbark on a transformative journey through the exciting world of Roblox Lua scripting with this comprehensive hands-on guide. Tailored to game developers, both seasoned and new, this book serves as your roadmap to mastering the art and science of Lua scripting within the dynamic Roblox Studio environment.You'll explore a wide spectrum of foundational concepts, including variables, functions, loops, tables, arrays, and more. Delve into advanced topics like raycasting, object-oriented programming with humanoids, and intricate leaderboard systems. Each chapter is crafted with real-world examples and step-by-step tutorials, empowering you to create engaging and interactive gameplay experiences.You'll gain profound insights into modularization, efficient coding practices, and techniques to optimize your scripts, paving the way to elevate your game development to an entirely new plane of creativity and complexity. You'll also discover sophisticated scripting concepts, such as custom events, and client-server communication. Invest in your future as a Roblox developer today, and let this book be your guide to crafting extraordinary gaming experiences. Roblox Lua Scripting Essentials provides the insight, tools, and guidance needed to shape your unique path in this thrilling domain of game development. What You'll Learn Wield variables, functions, loops, conditionals, arrays, and more to create dynamic gameplay elementsExplore the principles of object-oriented programming, and modularization techniques to develop clean, efficient, and organized codeUnderstand the complex client-server relationships, custom events, and multiplayer functionalities that bring games to lifeDiscover the power of modular coding, enabling you to create more organized and maintainable code basesLay down a robust foundation in Lua scripting for Roblox Who This Book Is For This book is meticulously crafted to serve a diverse array of readers, ranging from complete beginners to intermediate developers.
Selenium WebDriver Recipes in C#: Practical Testing Solutions for Selenium WebDriver
by Courtney ZhanSolve your Selenium WebDriver problems with this quick guide to automated testing of web applications with Selenium WebDriver in C#. This third edition contains hundreds of solutions to real-world problems, with clear explanations and ready-to-run Selenium test scripts that you can use in your own projects. Updated to Selenium version 4, this revision includes Visual Studio Code set up, additional recipes, and new chapters on Selenium DevTools and continuous testing. You'll see how to use Selenium WebDriver for select lists, navigation, assertions, frames, file upload and pop-up dialogs. You'll also learn how to locate web elements and test functions for hyperlinks, buttons, TextFields and TextAreas, radio buttons, CheckBoxes, and more. What You'll Learn Debug test scripts and test data Work with Selenium Remote Control Server Manage and deal with browser profiles and capabilities Monitor tests for advanced user interactions and experiences (UX) Who This Book Is For Experienced .NET and C# Windows application programmers/developers.
Understanding Large Language Models: Learning Their Underlying Concepts and Technologies
by Thimira AmaratungaThis book will teach you the underlying concepts of large language models (LLMs), as well as the technologies associated with them. The book starts with an introduction to the rise of conversational AIs such as ChatGPT, and how they are related to the broader spectrum of large language models. From there, you will learn about natural language processing (NLP), its core concepts, and how it has led to the rise of LLMs. Next, you will gain insight into transformers and how their characteristics, such as self-attention, enhance the capabilities of language modeling, along with the unique capabilities of LLMs. The book concludes with an exploration of the architectures of various LLMs and the opportunities presented by their ever-increasing capabilities—as well as the dangers of their misuse. After completing this book, you will have a thorough understanding of LLMs and will be ready to take your first steps in implementing them into your own projects. What You Will Learn Grasp the underlying concepts of LLMsGain insight into how the concepts and approaches of NLP have evolved over the yearsUnderstand transformer models and attention mechanismsExplore different types of LLMs and their applicationsUnderstand the architectures of popular LLMsDelve into misconceptions and concerns about LLMs, as well as how to best utilize them Who This Book Is For Anyone interested in learning the foundational concepts of NLP, LLMs, and recent advancements of deep learning
Understanding Microsoft Teams Administration: Configure, Customize, and Manage the Teams Experience
by Balu N Ilag Durgesh Tripathy Vijay IreddyThis book provides solutions, best practices, tips, and workarounds to plan, design, customize, implement, and manage Microsoft Teams in any environment. This revised edition has been updated to reflect all the latest techniques and products, including migration from Skype for Business On-Prem to Microsoft Teams, along with Teams for Education, which includes a range of features and tools that enable teachers and students to collaborate, communicate, and learn in a virtual environment.The book begins with an overview of Microsoft Teams, including its architecture, teams/channels, audio/video meetings, and the phone system. The authors then take you deeper into deployment and management of teams, clients, guests and external access, and live events, followed by a walk-through of network assessment and bandwidth planning for Teams. Here, you will learn about deployment of quality of service and how to configure your phone systems using direct routing and calling plans. Moving forward, you will learn Microsoft Teams administration and policy management along with the migration process of Skype from Business On-Prem to Microsoft Teams. To wrap things up, the authors demonstrate some troubleshooting techniques for call quality issues in Teams, and walk you through various features of Teams for Education and how to utilize them. By the time you turn the last page of Understanding Microsoft Teams Administration, you'll be fully equipped to configure, customize, and control Teams with confidence. Don't just adapt to the future of collaboration—lead it. What You Will Learn Kickstart your journey: Get acquainted with the Teams architecture, from teams and channels to audio/video conferencing and beyondMaster the mechanics: Dive deep into deployment, including crucial aspects like guest access, such as events, and network assessmentElevate call quality: Learn the nuts and bolts of Quality of Service (QoS) and phone systems, including direct routing and calling plansAdmin like a pro: Gain insights into robust policy management, and understand how to navigate the Teams admin portal with finesseGet a grip on network assessment and bandwidth planning tailored specifically for TeamsUnlock secrets of quality of service, direct routing, and customized calling plansMigration simplified: Seamlessly shift from Skype for Business On-Prem to Teams without missing a beatEdu-tech unveiled: Explore Teams for Education and how its myriad features can enrich virtual learning experiences for teachers and students alikeWhat's new: A dedicated chapter exclusively covering Microsoft Teams for Education, focusing on empowering both educators and studentsWho This Book Is For Administrators and technical consultants focused on Microsoft Teams. This book serves as an invaluable resource for those looking to optimize team collaboration and communication within their organizations.
AWS IoT With Edge ML and Cybersecurity: A Hands-On Approach
by Syed RehanIn an era where the fusion of connectivity and technology is redefining industries, this book is a must-have guide for aspiring technologists and seasoned professionals alike. This meticulously crafted handbook guides you through every aspect of AWS IoT, touching upon vital spheres such as edge computing, machine learning, and industrial IoT, with a distinct spotlight on cybersecurity. Over the course of this book, industry veteran Syed Rehad unveils the secrets to setting up your AWS IoT environment and walks you through advanced concepts such as leveraging MQTT, mastering Digital Twin implementation, and plumbing the depths of edge machine learning. Whether you're experimenting with virtual devices or hands-on with Raspberry Pi setups, this book will steer you towards innovation and a transformative journey where technology meets intelligence and security, all under the expansive umbrella of AWS IoT. What You Will Learn AWS Mastery: Dive deep into AWS IoT essentials, from setup to hands-on SDK toolsAdvanced Connectivity: Explore advanced MQTT features and the potential of AWS IoT Core MQTT clientsDevice Integration: Master AWS IoT device creation, connection, and deployment, blending the digital and physicalDigital Twin: Unleash IoT's future with AWS IoT device shadow, capitalizing on digital twin technologyDevice Management: Transform remote oversight using secure IoT tunnelling and innovative actionsEdge Development: Merge IoT and Machine Learning via AWS IoT Greengrass, spotlighting image classificationData to Insights: Swiftly move from raw data to actionable insights leveraging Amazon TimestreamIoT Cybersecurity: Strengthen your defenses using AWS IoT Device Defender, Zero Trust principles, and Machine Learning (ML) Detect to prepare for and counter threats Who This Book Is For IoT developers and enthusiasts, professionals who want to implement IoT solutions in industrial scenarios, system architects and designers interested in edge machine learning, business intelligence analysts, and cybersecurity professionals.
Beginning Anomaly Detection Using Python-Based Deep Learning: Implement Anomaly Detection Applications with Keras and PyTorch
by Suman Kalyan Adari Sridhar AllaThis beginner-oriented book will help you understand and perform anomaly detection by learning cutting-edge machine learning and deep learning techniques. This updated second edition focuses on supervised, semi-supervised, and unsupervised approaches to anomaly detection. Over the course of the book, you will learn how to use Keras and PyTorch in practical applications. It also introduces new chapters on GANs and transformers to reflect the latest trends in deep learning. Beginning Anomaly Detection Using Python-Based Deep Learning begins with an introduction to anomaly detection, its importance, and its applications. It then covers core data science and machine learning modeling concepts before delving into traditional machine learning algorithms such as OC-SVM and Isolation Forest for anomaly detection using scikit-learn. Following this, the authors explain the essentials of machine learning and deep learning, and how to implement multilayer perceptrons for supervised anomaly detection in both Keras and PyTorch. From here, the focus shifts to the applications of deep learning models for anomaly detection, including various types of autoencoders, recurrent neural networks (via LSTM), temporal convolutional networks, and transformers, with the latter three architectures applied to time-series anomaly detection. This edition has a new chapter on GANs (Generative Adversarial Networks), as well as new material covering transformer architecture in the context of time-series anomaly detection. After completing this book, you will have a thorough understanding of anomaly detection as well as an assortment of methods to approach it in various contexts, including time-series data. Additionally, you will have gained an introduction to scikit-learn, GANs, transformers, Keras, and PyTorch, empowering you to create your own machine learning- or deep learning-based anomaly detectors. What You Will Learn Understand what anomaly detection is, why it it is important, and how it is appliedGrasp the core concepts of machine learning.Master traditional machine learning approaches to anomaly detection using scikit-kearn.Understand deep learning in Python using Keras and PyTorchProcess data through pandas and evaluate your model's performance using metrics like F1-score, precision, and recallApply deep learning to supervised, semi-supervised, and unsupervised anomaly detection tasks for tabular datasets and time series applications Who This Book Is For Data scientists and machine learning engineers of all levels of experience interested in learning the basics of deep learning applications in anomaly detection.
Creating Infographics with Adobe Illustrator: Learn the Basics and Design Your First Infographic
by Jennifer HarderThis full-color book will teach you how to use Adobe Illustrator's various tools to create infographics, as well as basic page layouts for them. This is the first of three volumes which will cover all the fundamentals of Illustrator, an industry standard application used by graphic designers and marketing and communication teams. How is an infographic different from a logo or any other illustration? What additional thought processes, skills, or software tools should be utilized to create an infographic? In this first volume of Illustrator Basics, you will learn the answers to all these questions. Author Jennifer Harder will walk you through creating basic infographics in Illustrator using Basic Shape tools, Pen Tools, Type Tools, and Symbols. Upon completing this volume, you will have an appreciation for how easy it is to design an infographic and discover how rudimentary shapes and colors can affect readability while conveying meaning to your audience. You will be able to use this knowledge to create your own infographics using Illustrator’s wide array of tools. Who This Book Is For Discover the tools within Illustrator that are ideal for creating basic infographicsDevelop a logo based upon a scanned sketchGain an understanding of different infographic layouts and the process of reviewing them with your client Who This Book Is For Beginner-level designers and others who are interested in learning the process of creating infographics for their company, the classroom, for a visual resume, an article in a magazine, or a webpage.
Practical Spring LDAP: Using Enterprise Java-Based LDAP in Spring Data and Spring Framework 6
by Balaji Varanasi Andres SaccoThis revised edition is your practical, hands-on guide to developing Java-based enterprise applications with big data or batches of data using the Spring LDAP and the Spring Data LDAP frameworks. The book covers these popular Spring project modules and explains the purpose and fundamental concepts of LDAP before giving a comprehensive tour of the latest version of Spring LDAP and Spring Data LDAP as found in Spring Framework 6. The book provides a detailed treatment of LDAP controls and the new features of Spring LDAP such as Object Directory Mapping and LDIF parsing. LDAP has become the de facto standard for storing and accessing information in enterprises. Despite its widespread adoption, developers often struggle when it comes to using this technology effectively. The traditional Java LDAP and JNDI approaches have proven to be painful and have resulted in complex, less modular applications. The Spring LDAP framework provides an ideal alternative.After reading and using this book, you'll come away with a level of comfort for working with large batches of data or big data in your enterprise Spring applications development.What You'll LearnExplore "What is Java LDAP?" and understand the Spring LDAP and Spring Data LDAP frameworksSearch LDAP resourcesSort and page your LDAP resultsDive into object directory mappingHandle LDAP transactions and moreWho This Book Is ForIntermediate to advanced Java and Spring software developers; programmers with at least some prior experience in Java, especially the Spring Framework
Grateful for Animals: Spiritual Comfort and Wisdom in Life's Last Chapter
by Gail Pope Carol Howe HulseHow might the spiritual comfort and wisdom shared by animals inspire you to live and connect more deeply with yourself and others from your heart and soul—where love remains the prevailing principle? GRATEFUL for Animals: Spiritual Comfort & Wisdom in Life’s Last Chapter honors the human-animal bond as the authors gently explore the many ways animals are indeed wise and wonderful guides and companions on the spiritual journey. This heartwarming book also shares uplifting lessons learned from animals during their last chapter of life, which are extremely relevant at every life stage. You, too, can live well and fully through the last breath!
Andre's Attendant
by Stephen A. ThebergeThe story begins in the 2030s. The Great Purge, a plague infinitely worse than Covid, wipes out a large part of the world’s population. After his long convalescence, Andre, a wealthy writer, is now a paraplegic as well as blind. He engages Jared, a solicitous personal care attendant, and manages to remain more or less independent in his boyhood home on the East Coast. <P><P> Andre also invests in android development. After all, androids are very much needed to fill many jobs after the deaths of so many humans. But neither Andre’s motives nor those of a great many others are entirely altruistic. <P><P> The story moves quickly into the worlds of mob bosses, drug deals, prostitution, and even art forgery, but also into the emotional realm of growing attachment between Andre and Jared. <P><P> What people thought were their servants soon get more ambitious ideas, and they move into the world of politics. They twist religious texts into cloaks of respectability and justification for their actions. The results of their power grab, of course, are disastrous for humankind. Only the epilogue offers a hint of rebellion and a ray of hope. <P><P> Succinct, often moving, and chillingly plausible, this is a tale of near–future possibilities that we can only hope are not just over the horizon here in 2023.
Bobby Darin: Roman Candle (Excelsior Editions)
by David EvanierA multilayered portrait of this brash, gifted artist, whose restless voice and spirit seem as alive today as ever.A performer who rivaled Sinatra, Bobby Darin rose from dire poverty to become one of the biggest stars of his generation. Dogged by chronic illness, he knew that time was not on his side, and so, in a career full of dizzying twists and turns, he did it all, moving from teen idol to Vegas song-and-dance man, from hipster to folkie and back. In this biography, David Evanier offers a multilayered portrait of this brash, gifted artist, including the dark side of his celebrated marriage to America's sweetheart, Sandra Dee, and the incredible family secret that tore him apart at the end.
Dalit Journeys for Dignity: Religion, Freedom, and Caste (SUNY series in Hindu Studies)
by Ramnarayan S. Rawat K. Satyanarayana P. Sanal MohanExamines the challenges and opportunities faced by Dalits in modern India.The past decade has seen a surge in Dalit studies, offering key theoretical insights into the study of marginalized groups. This collection of essays focuses on Dalit struggles for dignity in India, highlighting the search for religious alternatives and the rejection of caste-Hinduism as the first step towards self-respect. These explorations for self-worth covered everyday secular life as well. The introduction argues that these struggles played a seminal role in informing B. R. Ambedkar's ideas, including his insistence on the inclusion of "dignity" in the Indian Constitution. It looks at his concept of "moral stamina," emphasizing ethical commitment to democratic practices, and of the "social," offering innovative approaches to studying the connected histories of caste and the making of modern India.The essays that follow examine the challenges and opportunities faced by Dalits in modern India. Several explore the distinct trajectories of Dalit groups in their search for religious dignity. They reveal that conversion to Christianity, as well as reinterpretations of indigenous religious traditions—such as Buddhism and the Sant-mat religion associated with Raidas and Kabir—have helped to reconstitute untouchable selfhood. Other essays probe the struggle against caste by analyzing changes in sartorial choices, secular work, historical interpretation, and views of domestic space. Drawing from literary and archival sources as well as ethnographical fieldwork, this collection illustrates the connected histories of religion, politics, literature, and history.
Reading Du Bois: An Afrocentric Critique of the Color Line (SUNY series in African American Studies)
by Aaron X. Smith Molefi Kete AsanteA clear, critical, accessible, and ultimately hopeful discovery voyage through the seas of Du Bois's language and ideas.Offering a vision both hopeful and thoughtful, Reading Du Bois is an Afrocentric reexamination of the work of one of the most important intellectuals of our time. Du Bois wanted to solve the issue of race dividing American society. Aaron X. Smith and Molefi Kete Asante take one of Du Bois's key concepts, the idea that the problem of his century was going to be the color line, and demonstrate that such a reader of that concept provides fresh insights into our present interpersonal and political situation. The application of Du Bois's concept such as the color line reveals the subject place of African American people is not merely a marginal space but rather a central space to all who seek to bring justice, democracy, and optimism.