Books published by APress

So, you want to learn C# and Visual Studio 2022, but are a bit intimidated? Don't be. Programming is within your grasp! Programmers at any level have to fully understand, and more importantly, be able to code the core constructs. It is impossible to use complex programming concepts such as classes before understanding what methods and variables and their data types are. Once there is a foundation built on the basics, then all other topics can fall in line.While it is a forgone conclusion that languages change with the introduction of new features, the core concepts do not. Even large enterprises do not always update to the latest versions of languages and frameworks; their "e;backbone"e; applications have been developed to work, regardless. More than ever, enterprises need developers who can master and apply the core programming concepts and then be "e;up-skilled"e; with newer language levels and features as they integrate into the company.This book builds from the ground up. You will begin with an introduction to programming, learning the foundational concepts needed to become a C# programmer. You will then put to practice a wide range of programming concepts, including data types, selection, iteration, arrays, methods, classes and objects, serialization, file handling, and string handling. You will learn enough to develop applications that emulate commercial application code. Once you've got the foundational concepts, get ready to dive into common programming routines, including linear search, binary search, bubble sort and insertion sort, and use C# to code them. Code example annotations supplement the learning and are designed to enhance learning while also explaining why the code does what it does. This book:Teaches core programming through well-explained and simple-to-follow instructionsReinforces programming skills through the use of coding examples that extend user learningsExplains theoretical programming concepts; applies them practically with code examples Introduces the latest Microsoft C# Integrated Development Environment (Visual Studio 2022)Enlists clear, precise, and easy-to-understand language to assist readers of all levels and experienceUses a mix of "e;theory"e; and practical information that is designed to be friendly and engagingWho This Book Is ForBeginners, those refreshing their C# skills, or those moving from another programming language. No skills or previous knowledge is required. Readers will need to download Visual Studio 2022 Community Edition as this is what the book code has been based on, but they could use other Integrated Development Environments. 

Build scalable ETL data pipelines in the cloud using Azure Data Factory's Mapping Data Flows. Each chapter of this book addresses different aspects of an end-to-end data pipeline that includes repeatable design patterns based on best practices using ADF's code-free data transformation design tools. The book shows data engineers how to take raw business data at cloud scale and turn that data into business value by organizing and transforming the data for use in data science projects and analytics systems. The book begins with an introduction to Azure Data Factory followed by an introduction to its Mapping Data Flows feature set. Subsequent chapters show how to build your first pipeline and corresponding data flow, implement common design patterns, and operationalize your result. By the end of the book, you will be able to apply what you've learned to your complex data integration and ETL projects in Azure. These projects will enable cloud-scale big analytics and data loading and transformation best practices for data warehouses.What You Will LearnBuild scalable ETL jobs in Azure without writing codeTransform big data for data quality and data modeling requirementsUnderstand the different aspects of Azure Data Factory ETL pipelines from datasets and Linked Services to Mapping Data FlowsApply best practices for designing and managing complex ETL data pipelines in Azure Data FactoryAdd cloud-based ETL patterns to your set of data engineering skillsBuild repeatable code-free ETL design patternsWho This Book Is ForData engineers who are new to building complex data transformation pipelines in the cloud with Azure; and  data engineers who need ETL solutions that scale to match swiftly growing volumes of data

Leverage the collaboration capabilities of Microsoft Viva Connections as an employee experience platform to build a gateway to your digital workplace. This book helps you set up Microsoft Viva connections via easy-to-follow steps and extend it to target your business scenarios.The book starts with an introduction to Microsoft Viva and its modules and it discusses Viva Connections for desktop and mobile users. You will learn about the intranet landing experience with SharePoint where you will plan, build, and launch a home site. You will know how to use the app bar and global navigation in Viva Connections and understand the importance of the dashboard and dashboard cards. You will learn how to enable Viva Connections in MS Teams and define a rollout strategy. You will gain experience with Viva Connections on mobile devices and go through end-user guidance. And you will learn to extend Viva Connections with the SharePoint Framework and deploy SPFx solutions. After reading this book, you will be able to set up Microsoft Viva Connections for your digital workplace and empower your employees to search and discover relevant news, information, content, and sites from across the organization.What Will You LearnUnderstand the modern experience in SharePoint with Microsoft Viva ConnectKnow best practices for your home site in SharePointGet your content ready for feed with SharePoint and YammerBuild Adaptive Card Extensions (ACEs) with SPFxDefine governance for Viva ConnectionsWho This Book Is ForMicrosoft professionals and business users who want to leverage the collaboration capabilities of Microsoft Viva Connections

This book covers the inexorable exhaustion of the IPv4 address space, the interim fix to this based on Network Address Translation (NAT) and Private Addresses, and the differences between IPv4 and IPv6. It will help you understand the limitations and problems introduced by the use of NAT and introduce you to the far simpler network and software designs possible, using a larger, unified address space.IPv6, a mature and viable replacement for IPv4, is currently used by more than 36% of all global Internet traffic. Wireless telephone service providers in many countries have migrated their networks to IPv6 with great success. The elimination of NAT and Private Addresses has vastly simplified network design and implementation. Further, there are now enough public addresses allocated to accommodate all anticipated uses for the foreseeable future.Most networking products and software, especially open-source software, are already fully IPv6 compliant. Today, no business should purchase obsolete products that support only IPv4. The global IPv6 Forum estimates that there are millions of networking professionals still needing to learn the fundamentals of IPv6 technologies to move forward. This book is for them. With plans in place for a shutdown of IPv4 on global networks ("e;Sunset IPv4"e;) the time to learn is now. If you want a job in IT, especially network hardware or software, and you don't know IPv6, you are already obsolete.What You Will Learn This book serves as a guide to all relevant Internet Engineering Task Force (IETF) standards Request for Comments (RFCs), organized by topic and discussed in plain language Understand how IPv6 makes viable technologies such as multicast (for efficient global audio/video streaming), IPsec VPNs (for better security), and simpler VoIP Take "e;edge computing"e; to the limit by eliminating intermediary servers made necessary by IPv4 NAT-for example, making connections directly from my node to yours Discover how organizations can introduce IPv6 into existing IPv4 networks ("e;Dual Stack"e;), and then eliminate the legacy IPv4 aspects going forward ("e;Pure IPv6"e;) for the mandates going into place now (for example, US DoD requirements to move all networks to Pure IPv6)Recognize that 5G networking (the Grand Convergence of conventional networks and wireless service) depends heavily on the advanced features IPv6 Who This Book Is ForNetworking professionals. Readers should have at least some familiarity with the precursor protocol (IPv4) and legacy TCP/IP based networks. Some knowledge of network models, such as DoD four-layer model or OSI 7-layer model, is helpful to understand where the Internet Protocol fits into the larger picture. For network software developers using the Sockets API (in UNIX, Windows, etc.), this book will help you to understand the extensions to that API needed to work with IPv6.

This is your complete guide to less-code and no-code theories, along with practical application of Microsoft Power Apps and Dynamics 365 CE/CRM Apps.The book covers topics including the configurations, customizations, and enhancements in Microsoft Power Apps and Dynamics 365 CE/CRM Apps. You will start by learning Microsoft Dataverse concepts followed by Microsoft Canvas Apps, model-driven apps, and PowerApps Portals. You will understand how to work with Power Virtual Agent, Power BI, and Power Automate, and how to use AI in Power Apps. The book provides important integration concepts for Power Apps, Dynamics 365 CE/CRM Apps, and Microsoft Azure. You will know how to customize Dynamics 365 CE/CRM Apps and Power Apps using OOTB capabilities.After reading this book, you will understand how Microsoft Power Apps and Dynamics 365 CE/CRM Apps can be used, configured, and customized for your business needs using customer data. You will be able to increase efficiency in customer data management and cloud app integrations.What You Will LearnGet up to speed on the Power platform echo-system and Dynamics 365 architectureWork with DataverseUnderstand the Power platform building blocksSelect Power Apps to manage customer dataConfigure and customize Power AppsDesign robust cloud flowsIntegrate Power BI with Dynamics 365 CE/CRM AppsUnderstand the core apps in Dynamics 365 CE/CRMUse AI in Power AppsWho This Book Is ForFunctional consultants/business analysts, technical consultants/solution architects in Power Apps and Dynamics 365 CE/CRM; and beginners who want to start a career in Power Apps and Dynamics 365 CE/CRM with easy English terms

Managing an engineering team is hard, managing a remote engineering team is even harder-but dedicating effort to setting up a proper remote-first environment will allow for your team to thrive. This book breaks down the most important processes in engineering teams, and demonstrates how to make them work effectively in a remote organization.  How do you organize code deployments, onboard new hires, give feedback, and stay up to date with your team when you can't see each other in person every day? This book looks at how building connections and working together to solve problems comes naturally when a team is co-located, but can feel almost impossible when everyone is working remotely and communicating over video calls and messages.  Whether you're an experienced engineering manager or just getting started, you'll learn why copying in-office practices to the remote office doesn't work, the communication issues behind the scenes you may not even realize are happening, and how to make every aspect of remote work better for your team. From learning about how to remove new remote-specific biases from your interview process, to understanding what the team really thinks about those daily status update meetings, this book will be your guide in creating the best and most inclusive version of your engineering team. What You'll Learn Recognize where current remote processes are falling shortBuild up best practices to lead a team with a people-first and empathetic approachCommunicate effectively in a remote organization Who This Book is ForEngineering managers, team leads, directors, and those hoping to move into a lead role, will get the most value out of the book. Many of the learnings around communication will be applicable to any position in an organization, but there's a focus on processes and job duties most relevant to engineers.

This book provides all you need to find data from external sources and load and transform that data into Power BI where you can mine it for business insights and a competitive edge. This ranges from connecting to corporate databases such as Azure SQL and SQL Server to file-based data sources, and cloud- and web-based data sources. The book also explains the use of Direct Query and Live Connect to establish instant connections to databases and data warehouses and avoid loading data. The book provides detailed guidance on techniques for transforming inbound data into normalized data sets that are easy to query and analyze. This covers data cleansing, data modification, and standardization as well as merging source data into robust data structures that can feed into your data model. You will learn how to pivot and transpose data and extrapolate missing values as well as harness external programs such as R and Python into a Power Query data flow. You also will see how to handle errors in source data and extend basic data ingestion to create robust and parameterized data load and transformation processes. Everything in this book is aimed at helping you deliver compelling and interactive insight with remarkable ease using Power BI's built-in data load and transformation tools.What You Will LearnConnect Power BI to a range of external data sourcesPrepare data from external sources for easy analysis in Power BI Cleanse data from duplicates, outliers, and other bad valuesMake live connections from which to refresh data quickly and easilyApply advanced techniques to interpolate missing dataWho This Book Is ForAll Power BI users from beginners to super users. Any user of the world's leading dashboarding tool can leverage the techniques explained in this book to turbo-charge their data preparation skills and learn how a wide range of external data sources can be harnessed and loaded into Power BI to drive their analytics. No previous knowledge of working with data, databases, or external data sources is required-merely the need to find, transform, and load data into Power BI..

Does digital transformation ever stop? The answer is a resounding "e;no"e; and this book guides you in developing an SAP enterprise architecture that prepares you for constant technology changes.The book introduces enterprise architecture, the role it plays in executing successful business strategy, and its application in SAP. A detailed step-by-step guide teaches you how to utilize SAP Enterprise Architecture Designer to model the four key areas: business, data, landscape, and requirements. Executives will gain insight into the considerations that will aid them in building their digital transformation road map while remaining agile to adapt to unforeseen circumstances. and adapting to the new normal. SAP partners and consultants will find their place in SAP's future.By the end of this book, you will learn what SAP enterprise architecture is and how to develop it along with its best practices.You Will UnderstandThe fundamentals of enterprise architectureSAP enterprise architectureHow SAP Enterprise Architecture Designer helps your enterpriseBusiness, information, and infrastructure architecture Enterprise architecture best practicesHow enterprise architecture can prepare your business for the futureWho This Book Is ForExecutives who currently run SAP implementations or are considering SAP implementations, SAP partners and consultants along with aspiring SAP consultants, and technology enthusiasts interested in understanding and articulating IT and business alignment through enterprise architecture

This book introduces SAP HANA Cloud and helps you develop an understanding of its key features, including technology, architecture, and data modeling. SAP HANA Cloud in a Nutshell will help you develop the skills needed to use the core features of the completely managed and in-memory cloud-based  data foundation available in the SAP Business Technology Platform. The book covers modern modeling concepts and equips you with practical knowledge to unleash the best use of SAP HANA Cloud. As you progress, you will learn how to provision your own SAP HANA Cloud instance, understand how to work with different roles, and work with data modeling for analytical and transactional use cases. Additionally, you will learn how to pilot SAP BTP Cockpit and work with entitlements, quotas, account structure, spaces, instances, and cloud providers. You will learn how to perform administration tasks such as stop and start an SAP HANA Cloud instance and make it available for use.To fully leverage the knowledge this book offers, you will find practical step-by-step instructions for how to establish a cloud account model and create your first SAP HANA Cloud artifacts. The book is an important prerequisite for those who want to take full advantage of SAP HANA Cloud. What You Will Learn Master the concepts and terminology of SAP Business Technology Platform (BTP) and SAP HANA Cloud Understand the key roles of an SAP HANA Cloud implementation Become familiar with the key tools used by administrators, architects, and application developers Upgrade an SAP HANA Cloud database Understand how to work with SAP HANA Cloud modeling supporting analytical and transactional use casesWho This Book Is ForSAP consultants, cloud engineers, and architects; application consultants and developers; and project stakeholders

If you're looking to increase your knowledge of one of the core modules of SAP S/4HANA, this is the book for you. Settle in and let a long-time SAP professional guide you through the SAP Production Planning and Execution module. Author Himanshu Goel begins by explaining the nuts and bolts of production planning in SAP S/4HANA, before delving into various manufacturing methodologies such as discrete manufacturing, repetitive manufacturing, and process industry. He'll then walk you through setting up master data such as the material master, bill of material, work center, routing, and production version. You'll then learn, step-by-step, how SAP PP processes are established from production order-based manufacturing to process order-based manufacturing.This book explains the complex concepts of production planning and execution in a straightforward manner and makes for an invaluable guide for SAP PP users from production planners to shop floor managers and even junior/mid-level SAP PP consultants. After reading this book, you'll fully understand the concepts of SAP PP, and have insight into the latest developments in S/4HANA.What You Will LearnUnderstand master data in SAP PPStudy production planning; i.e., SOP and demand managementExplore discrete  and repetitive manufacturingAcquire knowledge on Process IndustryWho Is This Book ForProduction planners, shop floor managers, and junior or mid-level SAP PP consultants who are looking to understand the concepts of SAP PP in SAP S/4HANA.

Explore the development and customization of OSGi modules in Liferay DXP and choosing the right underlying technology for it.The book starts with the basic Liferay Architecture to understand how things work in Liferay DXP, as well as in OSGi. Next, you'll understand Blade CLI, Liferay workspace and how you can develop portlet modules in different module templates. Once you are familiar with portlet modules, you'll explore some advance concepts such as Inter Portlet Communications (IPC), message bus etc. Moving on, you'll understand about building service layer using service builder and exposing web services. Later chapters will cover how to customize the default behavior of Liferay, Liferay services, and user interface using Hooks. Additionally, this book will cover topics like Gogo shell, xxpando attributes, basic integration with the Liferay search framework etc. By the end of this book, you should be able to develop portlet modules in Liferay DXP and customize the default Liferay behavior.  What You'll LearnReview OSGI Concepts Use Liferay workspace and Blade CLI Develop Liferay Portlet modules Build services and web services using service builder Study customizations of Liferay default behavior and user interfaceWho This Book Is ForDevelopers who wish to learn Liferay DXP development approach to improve their productivity. It is best suited for those who possess basic Java knowledge and are familiar with Liferay User Interface. 

Leverage the power of Eleventy to quickly produce static sites that are efficient and fast. This project-oriented book simplifies the process of setting up Eleventy and manipulating content, using little more than a text editor or free software. It will equip you with a starting tool set that you can use to develop future projects or incorporate into your existing workflow. More importantly, you'll take websites to the next level, reducing the reliance on tools that are bloated, prone to being hacked and not the most efficient. Beginning Eleventy is an excellent resource for getting acquainted with creating and manipulating blogs using a static site generator approach. It takes the view that you don't have to create something complex and unwieldy; you can build something quickly, then extend it using the power of the API and plugins over time, without sacrificing speed or features.What You'll Learn:Implement the Eleventy framework in a projectExplore some of the options for customizing content using the frameworkGain an appreciation of pointers around maintenance requirements, and how this might compare to other blog systemsWork through some example projects, to help build up a working blog from standalone demos to implementing with other tools or libraries This Book Is For?Website developers who are already familiar with JavaScript, who are looking for a fast and simple framework to deliver high quality results fastDevelopers who are looking to leverage the Eleventy framework to quickly create an online blog using little more than a text editor, producing optimized content in modern browsers using tools they will already haveThose in agile development teams, where time is of the essence and need to deliver high quality results quickly

Learn the essential design and deployment skills to utilize Azure VMware Solution to seamlessly move your VMware-based workloads from your datacenter to Azure and to integrate your VMware environment with Azure.  This book will teach you how to manage your existing environments with the same VMware products you already know while modernizing your applications with Azure native services.Design and Deploy Azure VMware Solutions starts by reviewing Azure VMware essentials, followed by a walkthrough of the methods of preparing and expanding to Azure VMware Solution. Here, you will learn about the layers of Microsoft AVS, including the vSphere, vSAN, NSX-T, and assess and migrate on-prem VMware workloads to Azure VMware Solution using HCX. Further, you will understand how to deploy the desktop and learn Hosting Pool using Horizon on Microsoft Azure, a modern approach to managing and securing Horizon components. VMware Tanzu for modernizing applications in Azure and disaster recovery for VMware workloads in Azure is then discussed in detail. Finally, you will learn monitoring and operations management using the VMware vRealize Suite and see a demonstration of how to plan and deploy Infrastructure as a Service (IaaS) for Azure VMware Solution via vRealize Automation.After reading the book, you will be able to migrate or extend VMware workloads from on-premises to Azure without the need to re-architect applications or retool operations.What Will You LearnGet started with Azure VMware SolutionPrepare and plan to utilize Azure VMware SolutionDesign and deploy Azure VMware SolutionManage and secure Azure VMware SolutionWho Is This Book For  Azure VMware administrators and Azure Cloud Architects.

This book shows you how to use social media analytics to optimize your business performance. The tools discussed will prepare you to create and implement an effective digital marketing strategy. From understanding the data and its sources to detailed metrics, dashboards, and reports, this book is a robust tool for anyone seeking a tangible return on investment from social media and digital marketing. Social Media Analytics Strategy speaks to marketers who do not have a technical background and creates a bridge into the digital world. Comparable books are either too technical for marketers (aimed at software developers) or too basic and do not take strategy into account. They also lack an overview of the entire process around using analytics within a company project. They don't go into the everyday details and also don't touch upon common mistakes made by marketers. This book highlights patterns of common challenges experienced by marketers from entry level to directors and C-level executives. Social media analytics are explored and explained using real-world examples and interviews with experienced professionals and founders of social media analytics companies.         What You'll Learn Get a clear view of the available data for social media marketing and how to access all of itMake use of data and information behind social media networks to your favorKnow the details of social media analytics tools and platforms so you can use any tool in the marketApply social media analytics to many different real-world use casesObtain tips from interviews with professional marketers and founders of social media analytics platformsUnderstand where social media is heading, and what to expect in the future Who This Book Is For Marketing professionals, social media marketing specialists, analysts up to directors and C-level executives, marketing students, and teachers of social media analytics/social media marketing

Here is your perfect companion for learning about and developing React applications. This book introduces concepts innovatively, using real-world examples based on the most recommended practices to help you establish a firm foundation. This comprehensive approach provides a strong focus on building components by using React hooks. You'll begin by learning web fundamentals, next-generation JavaScript, and how React fits into this. In the chapters that follow, you'll build a React application from scratch and learn about JSX, components, props, state management, prop drilling, context, and lifecycle events. Along the way you'll build a multi-component app and see how the components interact. Debugging and styling React applications are also discussed. You'll then take an in depth look at React hooks and see how to create a custom hook. There is also a penultimate chapter that explores important concepts such as routing and authentication. The book concludes with a review of some exciting features in the upcoming release of React 18. After reading Just React you will be equipped with the skills necessary to build complex web and mobile user interfaces using this flexible JavaScript library.What You'll LearnExamine the details of modern React concepts through example projectsSet up your own React projectDebug and style React componentsTake a look at routing, authentication, HTTP requests, Redux, and the new features of React 18 Who This Book Is For Web developers, React developers, and JavaScript developers 

The microservice architecture has been adopted by many developer teams around the world. To be successful, it's crucial that you understand how to program a microservice and get it running in the cloud. This book will walk you through the process of how to build, test, and deploy a Java-based Micronaut microservice to the Oracle Cloud with GitHub Actions. You'll learn how to create a Virtual Machine (with both the Oracle Cloud Infrastructure (OCI) CLI and the OCI Gradle Plugin), as well as create and deploy the microservice as a Docker container that can be stored in Oracle Container Infrastructure Registry (OCIR) and deployed to an Oracle Kubernetes Engine (OKE) cluster. The microservice will use Micronaut Data for persistence, Testcontainers for testing, and Liquibase to manage your Oracle DB production schema.After reading or using this book, you'll be able to build, test and deploy your first microservices using the Micronaut framework, Oracle Cloud and more.What You'll LearnBuild and deploy Java-based microservices using Micronaut and Oracle CloudRun tests and publishing reportsDeploy to Oracle Cloud using OCI CLI and the OCI Gradle plug-inAdd a persistence tier to the microserviceDistribute a microservice with persistenceWho This Book Is ForProgrammers and software developers with experience in Java and microservices programming who are new to Micronaut.

Welcome to your hands-on guide to artificial intelligence for IT operations (AIOps). This book provides in-depth coverage, including operations and technical aspects. The fundamentals of machine learning (ML) and artificial intelligence (AI) that form the core of AIOps are explained as well as the implementation of multiple AIOps uses cases using ML algorithms.The book begins with an overview of AIOps, covering its relevance and benefits in the current IT operations landscape. The authors discuss the evolution of AIOps, its architecture, technologies, AIOps challenges, and various practical use cases to efficiently implement AIOps and continuously improve it. The book provides detailed guidance on the role of AIOps in site reliability engineering (SRE) and DevOps models and explains how AIOps enables key SRE principles. The book provides ready-to-use best practices for implementing AIOps in an enterprise. Each component of AIOps and ML using Python code and templates is explained and shows how ML can be used to deliver AIOps use cases for IT operations.What You Will Learn Know what AIOps is and the technologies involved Understand AIOps relevance through use cases Understand AIOps enablement in SRE and DevOps Understand AI and ML technologies and algorithmsUse algorithms to implement AIOps use casesUse best practices and processes to set up AIOps practices in an enterprise Know the fundamentals of ML and deep learning Study a hands-on use case on de-duplication in AIOps Use regression techniques for automated baseliningUse anomaly detection techniques in AIOps Who This Book is ForAIOps enthusiasts, monitoring and management consultants, observability engineers, site reliability engineers, infrastructure architects, cloud monitoring consultants, service management experts, DevOps architects, DevOps engineers, and DevSecOps experts

Implement design patterns in .NET 6 using the latest versions of the C# and F# languages. This book provides a comprehensive overview of the field of design patterns as they are used in today's developer toolbox. In addition to the functional builder, asynchronous factory method, generic value adapter, and composite proxies, this new edition introduces topics such as Decorator Cycle Policies Functional Commands, a Transformer variation of the Visitor pattern, and factories that can perform Object Tracking and Bulk Replacement.Using the C# and F# programming languages, Design Patterns in .NET 6 explores the classic design pattern implementations and discusses the applicability and relevance of specific language features for implementing patterns. You will learn by example, reviewing scenarios where patterns are applicable. Former C# MVP and patterns expert Dmitri Nesteruk demonstrates possible implementations of patterns, discusses alternatives and pattern relationships, and illustrates the way that a dedicated refactoring tool (JetBrains Rider) can be used to implement design patterns with ease.What You Will LearnBecome familiar with the latest pattern implementations available in C# 10 and F# 6Know how to better reason about software architectureUnderstand the process of refactoring code to patternsRefer to researched and proven variations of patternsStudy complete, self-contained examples, including many that cover advanced scenariosUse the latest versions of C# and Visual Studio/Rider/ReSharperWho This Book Is ForDevelopers who have some experience in the C# language and want to expand their comprehension of the art of programming by leveraging design approaches to solve modern problems

The principal benefit this book is to provide a holistic and comprehensible view of the entire software development process, including ongoing evolution and support. It treats development as a collaborative effort with triad communication between a tester, a programmer, and a representative from the user community or a Subject Matter Expert (SME).  Progress is measured by user acceptance in each cycle before proceeding to the next step of an activity. There is no test stage in the DPAC model: continuous testing is represented in the backswing (Check Phase) of each activity cycle.    This approach posits that there exists some "e;happy path"e; that represents the intent of the project as declared by the objectives of a Vision Statement, and that this path can be revealed by an iterative and incremental process of "e;freeing the statue from the stone."e;  As the image of this path unfolds, more waste is removed while retaining conceptual integrity.  The example presented herein walks the reader through an application of the model.  This book should be of great interest to Product and Project Managers new to the concept of a lean agile development effort, and all practitioners of an agile methodology or those considering or just beginning an agile journey.What You'll LearnSee how the various disciplines constituting the software development process come togetherUnderstand where in the development process management, you can exercise measurement of progress and controlReview how a quality engineering program will positively affect the quality of the development processExamine how the quality of the development process profoundly affects the quality of the software systemWho This Book Is ForManagers, from the C-Suite (CEO,CXO, CIO) to line managers including project managers, and practitioners including programmers, testers, and mid-level managers (Technical Project Managers, Software Quality Engineers, and Coaches). Also, Agile enthusiasts who are looking for a software development methodology on which to place their hat.    

Cyberattacks continue to increase in volume and sophistication, targeting everything owned, managed, and serviced from the cloud. Today, there is widespread consensus-it is not a matter of if, but rather when an organization will be breached. Threat actors typically target the path of least resistance. With the accelerating adoption of cloud technologies and remote work, the path of least resistance is shifting in substantive ways. In recent years, attackers have realigned their efforts, focusing on remaining undetected, monetization after exploitation, and publicly shaming organizations after a breach.New, innovative, and useful products continue to emerge and offer some cloud protection, but they also have distinct limitations. No single, standalone solution or strategy can effectively protect against all cloud attack vectors or identify all malicious activity. The simple fact is that the cloud is based on a company's assets being offered as services. As a result, the best security any organization can achieve is to establish controls and procedures in conjunction with services that are licensed in the cloud.Cloud Attack Vectors details the risks associated with cloud deployments, the techniques threat actors leverage, the empirically-tested defensive measures organizations should adopt, and shows how to improve detection of malicious activity.What You'll LearnKnow the key definitions pertaining to cloud technologies, threats, and cybersecurity solutionsUnderstand how entitlements, permissions, rights, identities, accounts, credentials, and exploits can be leveraged to breach a cloud environmentImplement defensive and monitoring strategies to mitigate cloud threats, including those unique to cloud and hybrid cloud environmentsDevelop a comprehensive model for documenting risk, compliance, and reporting based on your cloud implementation Who This Book Is ForNew security professionals, entry-level cloud security engineers, managers embarking on digital transformation, and auditors looking to understand security and compliance risks associated with the cloud

Produce high-quality, visually attractive analysis quickly and effectively with Microsoft's key BI tool. This book teaches analysts, managers, power users, and developers how to harness the power of Microsoft's self-service business intelligence flagship product to deliver compelling and interactive insight with remarkable ease. It then shows you the essential techniques needed to go from source data to dashboards that seize your audience's attention and provide them with clear and accurate information. As well as producing elegant and visually arresting output, you learn how to enhance the user experience through adding polished interactivity. This book shows you how to make interactive dashboards that allow you to guide users through the meaning of the data that they are exploring. Drill down features are also covered that allow you and your audience to dig deeper and uncover new insights by exploring anomalous and interesting data points.Reading this book builds your skills around creating meaningful and elegant dashboards using a range of compelling visuals. It shows you how to apply simple techniques to convert data into business insight. The book covers tablet and smartphone layouts for delivering business value in today's highly mobile world. You'll learn about formatting for effect to make your data tell its story, and you'll be a master at creating visually arresting output on multiple devices that grabs attention, builds influence, and drives change. What You Will LearnProduce designer output that will astound your bosses and peersMake new insights as you chop and tweak your data as never beforeCreate high-quality analyses in record timeCreate interdependent charts, maps, and tablesDeliver visually stunning informationDrill down through data to provide unique understandingsOutshine competing products and enhance existing skillsAdapt your dashboard delivery to mobile devicesWho This Book Is ForFor any Power BI user who wants to strengthen their ability to deliver compelling analytics via Microsoft's widely adopted analytics platform. For those new to Power BI who want to learn the full extent of what the platform is capable of. For power users such as BI analysts, data architects, IT managers, accountants, and C-suite members who want to drive change in their organizations.

Get a practical introduction to CockroachDB. This book starts with installation and foundational concepts and takes you through to creating clusters that are ready for production environments. You will learn how to create, optimize, and operate CockroarchDB clusters in single and multi-region environments. You will encounter anti-patterns to avoid, as well as testing techniques for integration and load testing.The book explains why CockroachDB exists, goes over its major benefits, and quickly transitions into installing and configuring CockroachDB. Just as quickly, you'll be creating databases, getting data into those databases, and querying that data from your applications. You'll progress to data privacy laws such as GDPR and CCPA, and learn how CockroachDB's global distribution features can help you comply with ever-shifting data sovereignty regulations. From there, you'll move into deployment topologies, guidance on integration testing and load testing, best practices, and a readiness checklist for production deployments.What You Will LearnDeploy and interact with CockroachDBDesign and optimize databases and tablesChoose the correct data types for modeling your dataProtect data with database and table encryptionAchieve compliance with international data privacy regulationsScale your databases in a way that enhances their performanceMonitor changes to the data and health of your databasesWho This Book Is ForDevelopers and database administrators who want to provide a secure, reliable, and effortlessly distributed home for their data; those who wish to use a modern tool to tackle the kinds of scaling challenges that have previously required dedicated teams of people to solve; anyone who wants to leverage their database to solve non-trivial, real-world challenges while protecting their data and users

Create apps with rich capabilities to receive, process, and intelligently store data that work across multiple devices in the Apple ecosystem. This book will show you how to organize your app's data and make it work for you and your users! With many frameworks, there's a point in the learning curve where you stop fearing the mountain of knowledge to learn and just enjoy the power to play and develop. For some reason many developers feel that point seems harder to reach with Core Data. And that's unjustified-Core Data is a great framework that with powerful, optimized tools right out of the box. So it's time you stopped fearing the journey and took your steps further out into the world of enjoying the power of Core Data.With what you learn, you can build apps to deal with a large amount of data and complex relationships in intelligent and efficient ways. Core Data has many secrets underneath the hood that can power up your persistent store like never before. Tools such as Undo, objects deletion, migration, and more. Set up your store and your data model, handle objects with a multi-threading environment, write integration tests, and share your data with an Apple Watch app and iCloud.What You'll LearnWork with Core Data objects across apps and platformsWrite integration tests with your persistent storeFetch, organize, write, and process data efficiently and intelligentlyWho This Book Is ForExperienced iOS developers with Swift knowledge creating iOS apps that require saving complex data on the device other than a few numbers or text.

Link the use of technology with long-term business goals to optimize the core elements in your organization: people, strategy, and operations. This book will show you how effective planning of processes and execution of strategies with the help of technology can bring about an organization-wide increase in productivity and performance.Business environments have grown increasingly competitive. Before an organization realizes what has happened, it can lose or gain market share. Being agile is the key to success. This book covers the processes that can help your enterprise be agile and follow best practices when executing your business strategy.You'll review case studies from real-world experiences that dive deep into the problems a business encounters and the ways to solve those challenges. They deal with the different ways in which your organization can achieve dramatic performance improvements by changing your company's processes. The book also explains how objectives and key results can be used to align business teams for increased productivity. With Use Tech to Mobilize Your People, Strategy, and Operations you'll learn how the intensity of core processes can ensure that growth does not wane in your organization.  What You'll Learn Know the role of three core elements in organizations: people, strategy, operationsUnderstand how technology can enhance these three core elementsBe aware of the importance of scale and security in the information eraEliminate distractions and uncertainty in core processesWho This Book Is ForPeople with experience building businesses (founders, CEOs, COOs, CTOs, project managers, product managers, operation heads, sales heads, finance heads, strategy heads, technology leaders) who are looking for technology solutions to business problems

Use this comprehensive Agile product and project management guide with real-world case studies and examples for self-learning or as a student textbook. Whether you are a CEO or a student, this book will take you from Agile delivery to team topology and product-market fit.Agile delivery is becoming a mainstream project management framework, increasing demand for an understanding of modern related concepts. Agile Product and Project Management covers IT delivery and project management basics while approaching IT as a customer-centric product delivery ecosystem. The book covers two major topics: building the RIGHT product and building the product RIGHT. Each chapter builds on the materials in the previous chapter. Terminology and exercises are introduced sequentially. The book takes you on a journey from identifying a product using Agile principles to delivering and iterating on this process, step-by-step. The final chapter provides practical advice on role-based interviews, career progression, professional certifications and affiliations, and communities of practice.You'll LearnThe Objectives and Key Results (OKR) framework, which explains why every project has to align with organizational objectives and how these objectives are used to measure project successAgile (Scrum, Kanban, XP), Waterfall, and hybrid product and project management practices, and how to apply the "e;working backwards"e; framework from the customer to IT projectsThe Lean Startup framework of product design, based on the "e;build-measure-learn"e; feedback loop, and compared with Waterfall requirements gathering and project scope managementDesign Thinking and customer research practicesThe product backlog taxonomy (epic, user story, subtask, bug, etc.), prioritization techniques, ongoing backlog maintenance, and stakeholder communicationMajor aspects of IT delivery, including Agile teams, roles, frameworks, and success criteriaWaterfall planning and Scrum, in detail, including its Sprint structure, artifacts, roles, and ceremonies (meetings) as well as a comparison of Agile scaling frameworksCase studies of modern technology leaders, from startups to FAANGExamples of release plans and delivery reports based on actual projects in a wide range of companies, ways to minimize technical debt, implement DevOps, and establish quality management practices for software productsEffective ways of managing dependencies and delivering products that delight customers and made the Silicon Valley giants successful and allowed for rapid business growthWho This Book Is ForGraduate students specializing in computer science, information systems, project management, and related management areas; practitioners seeking professional development; and project management professionals looking to grow their careers into Agile product and project management

Advance your understanding of generic data structures and algorithms and their applications using Go and the effective use of concurrency. You are invited on a journey that aims to improve your programming and problem-solving skills. This book takes you to the next step by showing how to get your programs to work efficiently as well as correctly. As you explore many data structures and the algorithms and applications associated with them, you'll focus on the trade-offs between speed and storage and the benefits of deploying concurrency when appropriate. This book will demonstrate the huge increases in application performance that are possible. The presentation of classic data structures and techniques of algorithm design (greedy, divide and conquer, branch-and-bound to name a few) provides an essential foundation and toolkit for problem solving. But this book goes further by presenting heuristic algorithms and their implementations for solving computationally intractable combinatoric optimization problems such as the travelling salesperson problem. Simulated annealing and genetic algorithms are among the techniques used.The consistent style of coding used throughout this book exploits Go's ability to implement abstract, generic and constrained generic data types without the use of classes.  Although some familiarity with Go is assumed, this book should advance your ability to use Go to tackle server-side applications, games, machine learning, information retrieval and other application domains where speed and storage efficiency is essential.What You'll LearnExplore classical data structures and algorithms aimed at making your applications run faster or require less storageUse the new generic features of Go to build reusable data structuresUtilize concurrency for maximizing application performanceSee the power of heuristic algorithms for computationally intractable problemsEnhance and improve your Go programming skillsWho This Book Is ForPracticing Go software developers and students who wish to advance their programming and problem-solving skills and experience the excitement and see the benefits of using generic data structures and algorithms that utilize concurrency whenever possible.

Understand the theory and implementation of simulation. This book covers simulation topics from a scenario-driven approach using Python and rich visualizations and tabulations. The book discusses simulation used in the natural and social sciences and with simulations taken from the top algorithms used in the industry today. The authors use an engaging approach that mixes mathematics and programming experiments with beginning-intermediate level Python code to create an immersive learning experience that is cohesive and integrated. After reading this book, you will have an understanding of simulation used in natural sciences, engineering, and social sciences using Python.What You'll LearnUse Python and numerical computation to demonstrate the power of simulationChoose a paradigm to run a simulationDraw statistical insights from numerical experimentsKnow how simulation is used to solve real-world problems Who This Book Is ForEntry-level to mid-level Python developers from various backgrounds, including backend developers, academic research programmers, data scientists, and machine learning engineers. The book is also useful to high school students and college undergraduates and graduates with STEM backgrounds.

Learn the concepts and develop the skills to be a true Ansible artist and use it inside and outside the box. This book applies key concepts immediately while building up your Ansible skills layer by layer through easy to grasp examples and engaging projects. You'll also think about security, why testing is important, and how to use version control safely.As a beginner to Ansible, you'll be guided step-by-step through creating your first Ansible playbook to deploying your first server and writing more complex cross-dependency playbooks. From the first line of code to the last, you'll constantly iterate and simplify your playbooks, iwhile taking on more complex topics as you construct a full Wordpress website stack consisting of a database, web servers, and load balancer. This book will prompt you to think about how these fit together and will explain what to do to ensure maintainability long into the future. Don't just use Ansible. Completely change how you go about provisioning, configuring, and managing servers, applications, and their dependencies with this powerful, open source automation tool. In exchange for this power and efficiency, Ansible demands a very different way of thinking about resources and how they all fit together. This can be hard to get your head around if you've never done it before. Every step of the way, Beginning Ansible Concepts and Application show you best practices so that you can confidently start using Ansible right away.What You'll LearnSet up an Ansible environmentCreate and run playbooksOrganize groups of variables, vaults, roles, and tasks to ensure your playbooks are scalableProtect secrets using Ansible VaultsAutomate the build of a Wordpress websiteWho This Book Is For Developers looking for a better way to manage their servers other than by logging in and typing commands. Also enthusiasts who want to learn not just how to use Ansible but how to use it correctly and confidently.

This book shows Oracle Application Express (APEX) developers how to take advantage of Oracle Cloud Infrastructure (OCI) features for APEX that might otherwise go missed. You will learn how to use OCI features for data science tasks such as detecting anomalies in your data, training machine learning models, and much more. The book provides an in-depth look at Oracle Cloud features and demonstrates how they can be easily integrated into an APEX application. While the book focuses on developing for APEX, the approaches covered in the book are also applicable to any other modern web developer framework for applications running on the OCI platform.For many organizations, the database is the heart of operations. Those who opt to invest in the Oracle Database can learn from this book how to maximize their return on investment. The book begins with an introduction to OCI and help on setting up your OCI developer environment. From there you'll begin with security by learning to provide single sign-on via the Oracle Identity Cloud Service. Subsequent chapters take you through cloud-focused features such as Object Storage, Oracle Function, Oracle Machine Learning REST Services, and Oracle Cloud Anomaly Detection. You'll even learn to troubleshoot email delivery services.What You Will LearnBe aware of Oracle Cloud Infrastructure features for developersIntegrate with cloud native services such as cloud-based object storage and serverless functionsEnhance APEX applications with machine learning featuresImplement Natural Language Processing and Anomaly Detection AlgorithmsTroubleshoot email delivery services when sending emails using the APEX_MAIL packageDesign and implement an APEX environment that is secureWho This Book Is ForAPEX developers who are looking to extend their application's capabilities using features and resources available through the Oracle Cloud, and cloud solutions architects who support development teams and help design and implement architectures that benefit business operations

Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. Updated for the R 4.0 release, this book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R. Beginning Data Science in R 4, Second Edition details how data science is a combination of statistics, computational science, and machine learning. You'll see how to efficiently structure and mine data to extract useful patterns and build mathematical models. This requires computational methods and programming, and R is an ideal programming language for this. Modern data analysis requires computational skills and usually a minimum of programming. After reading and using this book, you'll have what you need to get started with R programming with data science applications.  Source code will be available to support your next projects as well.Source code is available at github.com/Apress/beg-data-science-r4.What You Will LearnPerform data science and analytics using statistics and the R programming languageVisualize and explore data, including working with large data sets found in big dataBuild an R packageTest and check your codePractice version controlProfile and optimize your codeWho This Book Is ForThose with some data science or analytics background, but not necessarily experience with the R programming language.