Make your organization more productive and simplify your workflow by using Microsoft Power Automate for business process automationPurchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesLearn the latest in Power Automate with updated user interface visuals and new technology includedApply practical knowledge like managing user inputs, documents, approvals, and database storageCreate flows that integrate with services both inside and outside the Microsoft 365 ecosystemBook DescriptionMS Power Automate is a workflow automation tool built into MS 365 to help businesses automate repetitive tasks or trigger business processes without user intervention. It is a low-code tool that is part of the Microsoft applications framework, the Power Platform.If you are new to Power Automate, this book will give you a comprehensive introduction and a smooth transition from beginner to advanced topics to help you get up to speed with business process automation. Complete with hands-on tutorials and projects, this easy-to-follow guide will show you how to configure automation workflows for business processes between hundreds of applications, using examples within Microsoft and including third-party apps like Dropbox and Twitter. Once you understand how to use connectors, triggers, and actions to automate business processes, you'll learn how to manage user input, documents, and approvals, as well as interact with databases. This edition also introduces new Power Automate features such as using robotic process automation (RPA) to automate legacy applications, interacting with the Microsoft Graph API, and working with artificial intelligence models to do sentiment analysis.By the end of this digital transformation book, you'll have mastered the basics of using Power Automate to replace repetitive tasks with automation technology.What you will learnLearn the basic building blocks of Power Automate capabilitiesExplore connectors in Power Automate to automate email workflowsDiscover how to make a flow for copying files between cloud servicesConfigure Power Automate Desktop flows for your business needsBuild on examples to create complex database and approval flowsConnect common business applications like Outlook, Forms, and TeamsLearn the introductory concepts for robotic process automationDiscover how to use AI sentiment analysisWho this book is forThis book is excellent for information workers and Power users who are looking to automate repetitive tasks for their organizations or for projects they are undertaking. To make the most of this book you should have some basic exposure to the MS 365 platform.Table of ContentsIntroducing Microsoft Power AutomateGetting Started with Power AutomateWorking with EmailCopying filesCreating Button FlowsGenerating Push NotificationsWorking with Shared FlowsWorking with ConditionsGetting Started with ApprovalsWorking with Multiple ApprovalsPosting Approvals to TeamsUsing a DatabaseWorking with Microsoft FormsAccepting User InputAutomating Azure ADIntroducing Robotic Process AutomationIntroducing AI ModelsExporting, Importing, and Distributing FlowsMonitoring and Troubleshooting Flows
Write sophisticated C# code with this complete guide to using diverse data structures and algorithms, featuring ready-to-use code snippets, detailed explanations, and illustrationsKey FeaturesMaster lists, stacks, queues, dictionaries, sets, and trees, among other data structuresDelve into effective design and implementation techniques to meet your software requirementsVisualize data structures and algorithms through illustrations for a clearer understanding of their analysisPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionBuilding your own applications is exciting but challenging, especially when tackling complex problems tied to advanced data structures and algorithms. This endeavor demands profound knowledge of the programming language as well as data structures and algorithms - precisely what this book offers to C# developers.Starting with an introduction to algorithms, this book gradually immerses you in the world of arrays, lists, stacks, queues, dictionaries, and sets. Real-world examples, enriched with code snippets and illustrations, provide a practical understanding of these concepts. You'll also learn how to sort arrays using various algorithms, setting a solid foundation for your programming expertise. As you progress through the book, you'll venture into more complex data structures - trees and graphs - and discover algorithms for tasks such as determining the shortest path in a graph before advancing to see various algorithms in action, such as solving Sudoku.By the end of the book, you'll have learned how to use the C# language to build algorithmic components that are not only easy to understand and debug but also seamlessly applicable in various applications, spanning web and mobile platforms.What you will learnUnderstand the fundamentals of algorithms and their classificationStore data using arrays and lists, and explore various ways to sort arraysBuild enhanced applications with stacks, queues, hashtables, dictionaries, and setsCreate efficient applications with tree-related algorithms, such as for searching in a binary search treeBoost solution efficiency with graphs, including finding the shortest path in the graphImplement algorithms solving Tower of Hanoi and Sudoku games, generating fractals, and even guessing the title of this bookWho this book is forThis book is for developers looking to learn data structures and algorithms in C#. While basic programming skills and C# knowledge is useful, beginners will find value in the provided code snippets, illustrations, and detailed explanations, enhancing their programming skills. Advanced developers can use this book as a valuable resource for reusable code snippets, instead of writing algorithms from scratch each time.Table of ContentsData TypesIntroduction to AlgorithmsArray and SortingVariants of ListsStacks and QueuesDictionaries and SetsVariants of TreesExploring GraphsSee in ActionConclusion
An accessible guide for beginner-to-intermediate programmers to the concepts, real-world applications, and latest features of C# 12 and .NET 8, with hands-on exercises using Visual Studio 2022 and Visual Studio Code.Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesExplore the latest additions to C# 12, the .NET 8 class libraries, and Entity Framework Core 8Create professional websites and services with ASP.NET Core 8 and BlazorBuild your confidence with step-by-step code examples and tips for best practicesBook DescriptionThis latest edition of the bestselling Packt series will give you a solid foundation to start building projects using modern C# and .NET with confidence.You'll learn about object-oriented programming; writing, testing, and debugging functions; and implementing interfaces. You'll take on .NET APIs for managing and querying data, working with the fi lesystem, and serialization. As you progress, you'll explore examples of cross-platform projects you can build and deploy, such as websites and services using ASP.NET Core.This latest edition integrates .NET 8 enhancements into its examples: type aliasing and primary constructors for concise and expressive code. You'll handle errors robustly through the new built-in guard clauses and explore a simplified implementation of caching in ASP.NET Core 8.If that's not enough, you'll also see how native ahead-of-time (AOT) compiler publish lets web services reduce memory use and run faster. You'll work with the seamless new HTTP editor in Visual Studio 2022 to enhance the testing and debugging process. You'll even get introduced to Blazor Full Stack with its new unified hosting model for unparalleled web development flexibility.What you will learnDiscover C# 12's new features, including aliasing any type and primary constructorsTry out the native AOT publish capability for ASP.NET Core 8 Minimal APIs web servicesBuild rich web experiences using Blazor Full Stack, Razor Pages, and other ASP.NET Core featuresIntegrate and update databases in your apps using Entity Framework Core modelsQuery and manipulate data using LINQBuild and consume powerful services using Web API and Minimal APIWho this book is forThis book is for beginners as well as intermediate-level C# and .NET programmers who have worked with C# in the past and want to catch up with the changes made in the last few years.Prior exposure to C# or .NET is not a prerequisite. A general understanding of programming will help you to work through the book more comfortably, though the content is suitable for those completely new to programming.If you already have some C# and .NET skills and want to focus on developing practical apps, you can pick up Mark's other .NET book, Apps and Services with .NET 8, instead.Table of ContentsHello, C#! Welcome, .NET!Speaking C#Controlling Flow, Converting Types, and Handling ExceptionsWriting, Debugging, and Testing FunctionsBuilding Your Own Types with Object-Oriented ProgrammingImplementing Interfaces and Inheriting ClassesPackaging and Distributing .NET TypesWorking with Common .NET TypesWorking with Files, Streams, and SerializationWorking with Data Using Entity Framework CoreQuerying and Manipulating Data Using LINQIntroducing Web Development Using ASP.NET CoreBuilding Websites Using ASP.NET Core Razor PagesBuilding and Consuming Web ServicesBuilding User Interfaces Using Blazor
Enhance your cybersecurity and agility with this thorough playbook, featuring actionable guidance, insights, and success criteria from industry expertsKey FeaturesGet simple, clear, and practical advice for everyone from CEOs to security operationsOrganize your Zero Trust journey into role-by-role execution stagesIntegrate real-world implementation experience with global Zero Trust standardsPurchase of the print or Kindle book includes a free eBook in the PDF formatBook DescriptionZero Trust is cybersecurity for the digital era and cloud computing, protecting business assets anywhere on any network. By going beyond traditional network perimeter approaches to security, Zero Trust helps you keep up with ever-evolving threats.The playbook series provides simple, clear, and actionable guidance that fully answers your questions on Zero Trust using current threats, real-world implementation experiences, and open global standards.The Zero Trust playbook series guides you with specific role-by-role actionable information for planning, executing, and operating Zero Trust from the boardroom to technical reality.This first book in the series helps you understand what Zero Trust is, why it's important for you, and what success looks like. You'll learn about the driving forces behind Zero Trust - security threats, digital and cloud transformations, business disruptions, business resilience, agility, and adaptability. The six-stage playbook process and real-world examples will guide you through cultural, technical, and other critical elements for success.By the end of this book, you'll have understood how to start and run your Zero Trust journey with clarity and confidence using this one-of-a-kind series that answers the why, what, and how of Zero Trust!What you will learnFind out what Zero Trust is and what it means to youUncover how Zero Trust helps with ransomware, breaches, and other attacksUnderstand which business assets to secure firstUse a standards-based approach for Zero TrustSee how Zero Trust links business, security, risk, and technologyUse the six-stage process to guide your Zero Trust journeyTransform roles and secure operations with Zero TrustDiscover how the playbook guides each role to successWho this book is forWhether you're a business leader, security practitioner, or technology executive, this comprehensive guide to Zero Trust has something for you. This book provides practical guidance for implementing and managing a Zero Trust strategy and its impact on every role (including yours!). This is the go-to guide for everyone including board members, CEOs, CIOs, CISOs, architects, engineers, IT admins, security analysts, program managers, product owners, developers, and managers. Don't miss out on this essential resource for securing your organization against cyber threats.Table of ContentsZero Trust - This Is the WayReading the Zero Trust Playbook SeriesZero Trust is Security for Today's WorldStandard Zero Trust CapabilitiesArtificial Intelligence (AI) and Zero TrustHow to Scope, Size, and Start Zero TrustWhat Zero Trust Success Looks LikeAdoption with the Three-Pillar ModelThe Zero Trust Six-Stage PlanZero Trust Playbook Roles
Delve into the realm of generative AI and large language models (LLMs) while exploring modern deep learning techniques, including LSTMs, GRUs, RNNs with new chapters included in this 50% new edition overhaulPurchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesFamiliarize yourself with advanced deep learning architecturesExplore newer topics, such as handling hidden bias in data and algorithm explainabilityGet to grips with different programming algorithms and choose the right data structures for their optimal implementationBook DescriptionThe ability to use algorithms to solve real-world problems is a must-have skill for any developer or programmer. This book will help you not only to develop the skills to select and use an algorithm to tackle problems in the real world but also to understand how it works.You'll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, with the help of practical examples. As you advance, you'll learn about linear programming, page ranking, and graphs, and will then work with machine learning algorithms to understand the math and logic behind them.Case studies will show you how to apply these algorithms optimally before you focus on deep learning algorithms and learn about different types of deep learning models along with their practical use.You will also learn about modern sequential models and their variants, algorithms, methodologies, and architectures that are used to implement Large Language Models (LLMs) such as ChatGPT.Finally, you'll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks.By the end of this programming book, you'll have become adept at solving real-world computational problems by using a wide range of algorithms.What you will learnDesign algorithms for solving complex problemsBecome familiar with neural networks and deep learning techniquesExplore existing data structures and algorithms found in Python librariesImplement graph algorithms for fraud detection using network analysisDelve into state-of-the-art algorithms for proficient Natural Language Processing illustrated with real-world examplesCreate a recommendation engine that suggests relevant movies to subscribersGrasp the concepts of sequential machine learning models and their foundational role in the development of cutting-edge LLMsWho this book is forThis computer science book is for programmers or developers who want to understand the use of algorithms for problem-solving and writing efficient code.Whether you are a beginner looking to learn the most used algorithms concisely or an experienced programmer looking to explore cutting-edge algorithms in data science, machine learning, and cryptography, you'll find this book useful.Python programming experience is a must, knowledge of data science will be helpful but not necessary.Table of ContentsCore AlgorithmsData StructuresSorting and Searching AlgorithmsDesigning AlgorithmsGraph AlgorithmsUnsupervised Machine Learning AlgorithmsSupervised Learning AlgorithmsNeural Network AlgorithmsNatural Language ProcessingSequential ModelsAdvanced Machine Learning ModelsRecommendation EnginesAlgorithmic Strategies for Data Handling Large-Scale AlgorithmsEvaluating Algorithmic SolutionsPractical Considerations
Prepare to pass the ISACA CRISC exam with confidence, gain high-value skills, and propel yourself toward IT risk management masteryKey Features:Gain end-to-end coverage of all the topics assessed in the ISACA CRISC examApply and embed your learning with the help of practice quizzes and self-assessment questionsHave an in-depth guide handy as you progress in your enterprise IT risk management careerPurchase of the print or Kindle book includes a free PDF eBookBook Description:For beginners and experienced IT risk professionals alike, acing the ISACA CRISC exam is no mean feat, and the application of this advanced skillset in your daily work poses a challenge. The ISACA Certified in Risk and Information Systems Control (CRISC®) Certification Guide is a comprehensive guide to CRISC certification and beyond that'll help you to approach these daunting challenges with its step-by-step coverage of all aspects of the exam content and develop a highly sought-after skillset in the process.This book is divided into six sections, with each section equipped with everything you need to get to grips with the domains covered in the exam. There'll be no surprises on exam day - from GRC to ethical risk management, third-party security concerns to the ins and outs of control design, and IDS/IPS to the SDLC, no stone is left unturned in this book's systematic design covering all the topics so that you can sit for the exam with confidence. What's more, there are chapter-end self-assessment questions for you to test all that you've learned, as well as two book-end practice quizzes to really give you a leg up.By the end of this CRISC exam study guide, you'll not just have what it takes to breeze through the certification process, but will also be equipped with an invaluable resource to accompany you on your career path.What You Will Learn:Adopt the ISACA mindset and learn to apply it when attempting the CRISC examGrasp the three lines of defense model and understand risk capacityExplore the threat landscape and figure out vulnerability managementFamiliarize yourself with the concepts of BIA, RPO, RTO, and moreGet to grips with the four stages of risk responseManage third-party security risks and secure your systems with easeUse a full arsenal of InfoSec tools to protect your organizationTest your knowledge with self-assessment questions and practice quizzesWho this book is for:If you are a GRC or a risk management professional with experience in the management of IT audits or in the design, implementation, monitoring, and maintenance of IS controls, or are gearing up to take the CRISC exam, then this CRISC book is for you. Security analysts, penetration testers, SOC analysts, PMs, and other security or management professionals and executives will also benefit from this book.
Guide clients through a NetSuite implementation with the latest features in 2023 including gathering requirements, setting up the basics, creating custom automations, and importing data with SuiteQLKey Features:Pick up the best ways to identify a client's needs by asking the right questions in the initial interviews.Explore the new features in NetSuite 2023, including the Supply Chain Control Tower for managing inventory and gathering performance reports.Avoid pitfalls and get the implementation right first time by following the advice of a Consulting Technical Director at Oracle NetSuite.Book Description:ERP and CRM consultants can effectively implement NetSuite for a client organization with the aid of NetSuite for Consultants, revised with the latest features and best practices for NetSuite 2023.After reading this book, you'll have a thorough understanding of how to configure the NetSuite ecosystem for any business. You'll learn how to apply new features such as the Manufacturing Mobile application, NetSuite budgeting features, and tools for handling rebates and trade promotions. This edition also includes expanded coverage of technical topics such as SuiteQL and the SuiteTalk REST API.Understanding what a business requires is a crucial first step toward completing any software product deployment, and this NetSuite guide will teach you how to ask meaningful questions that ascertain which features, basic and new, you will need to configure for your client.Most importantly, you'll not only learn how to perform a NetSuite implementation; preparing clients to use the software confidently is the true test of a great consultant.What You Will Learn:Understand the NetSuite ecosystem, including the platform, its primary modules, and associated featuresLearn how to gather and document requirements, including understanding an organization's industry, transactions, and peopleLearn about the methodologies that go into creating a project plan for a NetSuite implementationFulfill client requirements with expanded coverage on managing employees, customer projects, and budgetingDiscover how to create custom automations and perform data migration with SuiteQL scriptsPerform integrations with expanded coverage on how we use the REST API for business purposesRecognize the procedures for testing and developmentRefine your skills with NetSuite tips and tricks and make each implementation process a successWho this book is for:This book is aimed at new NetSuite consultants who are tasked with guiding an organization through their NetSuite implementation. To make the most out of this book, you are expected to have already completed the basic NetSuite Foundations training course.
Expert guidance on enhancing your live music production skills with MIDI, audio sequencing and arrangement techniques, automation, modulation, MPE, and external instruments from an Ableton Certified TrainerKey FeaturesMake the most of Ableton Live 11 tools and processes to create, record and edit your own musicEngage with non-linear workflow for both music production and live performanceUnveil the best solutions to common pitfalls and mistakes committed by Ableton Live usersPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionThe Music Producer's Guide to Ableton Live will help you sharpen your production skills and gain a deeper understanding of the Live workflow. If you are a music maker working with other digital audios workstations (DAWs) or experienced in Ableton Live, perhaps earlier versions, you'll be able to put your newfound knowledge to use right away with this book.You'll start with some basic features and workflows that are more suitable for producers from another DAW looking to transfer their skills to Ableton Live 11.2. As you explore the Live concept, you'll learn to create expressive music using Groove and MIDI effects and demystify Live 11's new workflow improvements, such as Note Chance and Velocity Randomization. The book then introduces the Scale Mode, MIDI Transform tools, and other key features that can make composition and coming up with melodic elements easier than ever before. It will also guide you in implementing Live 11's new and updated effects into your current workflow.By the end of this Ableton Live book, you'll be able to implement advanced production and workflow techniques and amplify live performance capabilities with what the Live 11 workflow has to offer.What you will learnUnderstand the concept of Live, the workflow of recording and editing audio and MIDI, and warpingUse Groove, MIDI effects, and Live 11's new workflow enhancements to create innovative musicUse audio to MIDI conversion tools to translate and generate ideas quicklyEmploy Live's automation and modulation capabilities and project organization techniques to speed up your workflowUtilize MIDI Polyphonic Expression to create evolving sounds and texturesAdopt advanced techniques for production and discover the capabilities of live performanceWho this book is forIf you are a music producer, enthusiast, or hobbyist with a basic understanding of using Ableton Live for simple projects, this Ableton Live 11 book will help you improve your skills to employ the best features and techniques in your projects. This book is also for producers familiar with other DAWs looking to leverage their transferable skills to learn Ableton Live.Table of ContentsTaking a Quick Tour of Ableton Live 11Recording Audio in Ableton Live 11Editing Audio and WarpingExploring MIDI Sequencing TechniquesMIDI Editing and MIDI EffectsComping and Track LinkingDiscovering Some of Live 11's Creative Audio EffectsExploring Device Racks in Live 11Audio to MIDI Conversion, Slicing to MIDI, and the Simpler DeviceUtilizing Arrangement and Organization Techniques in our Ableton Live ProjectImplementing Automation and ModulationGetting Started with MPE in Ableton Live 11Exploring Tempo Follower, Follow Action and Max For Live, Working with Video, and Ableton NoteExploring MIDI Mapping, External Instruments, and MIDI CCsPlaying LiveInteresting Mixing Techniques in Live 11Troubleshooting and File Management
At a critical point in human history, this book presents proven ways to gain the skills needed to develop sustainable IT practices and set yourself apart as a progressive technology leaderKey FeaturesExecute a sustainable IT strategy with proven methods and real-world use casesProgress as a sustainable IT advocate and set yourself apart from other senior IT leadersIncrease your chances of receiving executive buy-in on your sustainable IT strategyBook DescriptionWe are at a critical point in human history. Humanity is under threat, but all is not lost. We can take action! But how?Sustainable IT Playbook for Technology Leaders will show you how. It will walk you through the construction and implementation of a sustainable IT strategy and enable you to do your bit for the future of mankind.The book is split into three parts. Part I details the "why" and the clear and present danger that humanity faces today: the climate crisis. How did we get here, what are the immediate threats, what are the planetary boundaries that we need to peel back to safe levels, and what impact does IT have on society at large? Part II will focus on the "what." It examines the nitty-gritty details of what we can do to unlock significant returns on sustainable investments toward a more sustainable future. Part III, the final part of the book, focuses on the "how." How do you turn your ideas into action? What do you need to do to establish your baseline and your direction of travel towards your objective? This part provides tangible case studies and explains how you can start your journey today to begin delivering global and impactful objectives.By the end of this book, you'll be able to plan, implement, and communicate a sustainable IT strategy and set yourself apart as a progressive technology leader.What you will learnDiscover why IT is a major contributor to carbon emissionsExplore the principles and key methods of sustainable IT practicesBuild a robust, sustainable IT strategy based on proven methodsOptimize and rationalize your code to consume fewer resourcesUnderstand your energy consumption patternsApply a circular approach to the IT hardware life cycleEstablish your sustainable IT baselineInspire and engage employees, customers, and stakeholdersWho this book is forThis book is for executive IT leaders such as CIOs, CDOs, and CTOs dedicated to influencing, inspiring, and engaging businesses, organizations, and individuals to reduce their carbon footprint through sustainable IT practices.Table of ContentsOur Most Significant Challenge AheadRise of Sustainable ITThe Fundamental Building Blocks of a Sustainable IT PracticeData Center & CloudApplication & DataIT Hardware ManagementPower Energy ManagementLeveraging Your Buying PowerSustainability by ITGet started todayPutting a Sustainable IT Strategy in placeFrom Strategy to Execution - Lead with Purpose and Deliver Progress Quickly
Explore the faster way to build games using UE5 Blueprints using this practical guide with key images printed in colorKey FeaturesDesign a fully functional game in UE5 without writing a single line of codeImplement visual scripting to develop gameplay mechanics, UI, visual effects, VR, and artificial intelligenceDeploy your game on multiple platforms and share it with the worldBook DescriptionUnreal Engine's Blueprint visual scripting system enables designers to script their games and programmers to create base elements that can be extended by designers. With this book, you'll explore all the features of the Blueprint Editor, along with expert tips, shortcuts, and best practices.The book guides you through using variables, macros, and functions, and helps you learn about object-oriented programming (OOP). You'll discover the Gameplay Framework and advance to learning how Blueprint Communication allows one Blueprint to access information from another Blueprint. Later chapters focus on building a fully functional game step by step. You'll start with a basic first-person shooter (FPS) template, and each chapter will build on the prototype to create an increasingly complex and robust game experience. You'll then progress from creating basic shooting mechanics to more complex systems such as user interface elements and intelligent enemy behavior. The book demonstrates how to use arrays, maps, enums, and vector operations and introduces the elements needed for VR game development. In the final chapters, you'll learn how to implement procedural generation and create a product configurator.By the end of this book, you'll have learned how to build a fully functional game and have the skills required to develop an entertaining experience for your audience.What you will learnUnderstand programming concepts in BlueprintsCreate prototypes and iterate new game mechanics rapidlyBuild user interface elements and interactive menusUse advanced Blueprint nodes to manage the complexity of a gameExplore all the features of the Blueprint editor, such as the Components tab, Viewport, and Event GraphGet to grips with OOP concepts and explore the Gameplay FrameworkWork with virtual reality development in UE BlueprintImplement procedural generation and create a product configuratorWho this book is forThis book is for anyone interested in developing games or applications with UE5. Although basic knowledge of Windows OS is required, experience in programming or UE5 is not necessary.Table of ContentsExploring the Blueprint EditorProgramming with BlueprintsObject-Oriented Programming and the Gameplay FrameworkUnderstanding Blueprint CommunicationObject Interaction with BlueprintsEnhancing Player AbilitiesCreating Screen UI ElementsCreating Constraints and Gameplay ObjectivesBuilding Smart Enemies with Artificial IntelligenceUpgrading the AI EnemiesGame States and Applying Finishing TouchesBuilding and PublishingData Structures and Flow ControlMath and Trace NodesBlueprints TipsIntroduction to VR DevelopmentAnimation BlueprintsCreating Blueprint Libraries and ComponentsProcedural GenerationCreating a Product Configurator using the Variant Manager
Begin your journey toward efficient data manipulation with this robust technical guide and enhance your aggregation skills while building efficient pipelines for a variety of tasksKey Features: Build effective aggregation pipelines for increased productivity and performanceSolve common data manipulation and analysis problems with the help of practical examplesLearn essential strategies to aggregate time series data in financial datasets and IoTPurchase of the print or Kindle book includes a free PDF eBookBook Description: Officially endorsed by MongoDB, Inc., Practical MongoDB Aggregations helps you unlock the full potential of the MongoDB aggregation framework, including the latest features of MongoDB 7.0. This book provides practical, easy-to-digest principles and approaches for increasing your effectiveness in developing aggregation pipelines, supported by examples for building pipelines to solve complex data manipulation and analytical tasks.This book is customized for developers, architects, data analysts, data engineers, and data scientists with some familiarity with the aggregation framework. It begins by explaining the framework's architecture and then shows you how to build pipelines optimized for productivity and scale.Given the critical role arrays play in MongoDB's document model, the book delves into best practices for optimally manipulating arrays. The latter part of the book equips you with examples to solve common data processing challenges so you can apply the lessons you've learned to practical situations. By the end of this MongoDB book, you'll have learned how to utilize the MongoDB aggregation framework to streamline your data analysis and manipulation processes effectively.What You Will Learn: Develop dynamic aggregation pipelines tailored to changing business requirementsMaster essential techniques to optimize aggregation pipelines for rapid data processingAchieve optimal efficiency for applying aggregations to vast datasets with effective sharding strategiesEliminate the performance penalties of processing data externally by filtering, grouping, and calculating aggregated values directly within the databaseUse pipelines to help you secure your data access and distributionWho this book is for: This book is for intermediate-level developers, architects, analysts, engineers, and data scientists who are interested in learning about aggregation capabilities in MongoDB. Working knowledge of MongoDB is needed to get the most out of this book.
Gain both a firm practical understanding and sufficient theoretical insight into the inner workings of Linux kernel internals, learn to write high-quality kernel module code, understand the complexities of kernel synchronizationPurchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesDiscover how to write Linux kernel and module code for real-world productsImplement industry-grade techniques in real-world scenarios for fast, efficient memory allocation and data synchronizationUnderstand and exploit kernel architecture, CPU scheduling, and kernel synchronization techniquesBook DescriptionThe 2nd Edition of Linux Kernel Programming is an updated, comprehensive guide for new programmers to the Linux kernel. This book uses the recent 6.1 Long-Term Support (LTS) Linux kernel series, which will be maintained until Dec 2026, and also delves into its many new features. Further, the Civil Infrastructure Project has pledged to maintain and support this 6.1 Super LTS (SLTS) kernel right until August 2033, keeping this book valid for years to come!You'll begin this exciting journey by learning how to build the kernel from source. In a step by step manner, you will then learn how to write your first kernel module by leveraging the kernel's powerful Loadable Kernel Module (LKM) framework. With this foundation, you will delve into key kernel internals topics including Linux kernel architecture, memory management, and CPU (task) scheduling. You'll finish with understanding the deep issues of concurrency, and gain insight into how they can be addressed with various synchronization/locking technologies (e.g., mutexes, spinlocks, atomic/refcount operators, rw-spinlocks and even lock-free technologies such as per-CPU and RCU).By the end of this book, you'll have a much better understanding of the fundamentals of writing the Linux kernel and kernel module code that can straight away be used in real-world projects and products.What you will learnConfigure and build the 6.1 LTS kernel from sourceWrite high-quality modular kernel code (LKM framework) for 6.x kernelsExplore modern Linux kernel architectureGet to grips with key internals details regarding memory management within the kernelUnderstand and work with various dynamic kernel memory alloc/dealloc APIsDiscover key internals aspects regarding CPU scheduling within the kernel, including cgroups v2Gain a deeper understanding of kernel concurrency issuesLearn how to work with key kernel synchronization primitivesWho this book is forThis book is for beginner Linux programmers and developers looking to get started with the Linux kernel, providing a knowledge base to understand required kernel internal topics and overcome frequent and common development issues.A basic understanding of Linux CLI and C programming is assumed.Table of ContentsLinux Kernel Programming - A Quick IntroductionBuilding the 6.x Linux Kernel from Source - Part 1Building the 6.x Linux Kernel from Source - Part 2Writing Your First Kernel Module - Part 1Writing Your First Kernel Module - Part 2Kernel Internals Essentials - Processes and ThreadsMemory Management Internals - EssentialsKernel Memory Allocation for Module Authors - Part 1Kernel Memory Allocation for Module Authors - Part 2The CPU Scheduler - Part 1The CPU Scheduler - Part 2Kernel Synchronization - Part 1Kernel Synchronization - Part 2
Unlock over 100 recipes for mastering Microsoft 365. Boost productivity with Copilot, collaborate with SharePoint and Teams, automate tasks, create apps and reports using Power Automate (with RPA), Power Apps, Power BI, and more.Print or Kindle book purchase includes a free PDF eBook.Key FeaturesEnhance collaboration and productivity using SharePoint, Teams, OneDrive, Viva, Planner, and Microsoft FormsAutomate processes, build apps, bots, and dashboards with Power Automate (with RPA), Power Apps, Copilot Studio, and Power BIHarness Copilot, the new AI virtual assistant, for seamless support in your everyday tasksBook DescriptionMicrosoft 365 offers tools for content management, communication, process automation, and report creation. Microsoft 365 and SharePoint Online Cookbook maximizes workplace collaboration and productivity using SharePoint Online, Teams, OneDrive, Delve, M365 Search, Copilot, Power Platform, Viva, Planner, and Microsoft Forms.You will find thoroughly updated recipes for SharePoint Online, covering sites, lists, libraries, pages, web parts, and learn SharePoint Framework (SPFx) basics for building solutions. You will explore many Microsoft Teams recipes to prepare it to be your organization's central collaboration hub. You will be able to unlock Power Platform potential with recipes for Power Apps to enable low-code/no-code app development and learn to automate tasks with Power Automate and Power Automate Desktop. The book teaches you data visualization with Power BI, and chatbot creation with Power Virtual Agents (Copilot Studio). Finally, you will also learn about the cutting-edge Copilot and Gen AI functionality in Microsoft 365 and Power Platform. By the end, you will be equipped with skills to effectively use Microsoft 365, SharePoint Online, and the Power Platform.Whether it's enhancing career prospects or improving business operations, this book is a perfect companion on your journey through the Microsoft Office 365 suite.What you will learnCollaborate effectively with SharePoint, Teams, OneDrive, Delve, Search, and VivaBoost creativity and productivity with Microsoft CopilotDevelop and deploy custom applications using Power AppsCreate custom bots using Power Virtual Agents (Copilot Studio)Integrate with other apps, automate workflows and repetitive processes with Power Automate/Desktop (RPA)Design reports and engaging dashboards with Power BIUtilize Planner, To Do, and gather feedback with polls and surveys in Microsoft FormsExperience seamless integration in the mobile platforWho this book is forThis cookbook caters to professionals stepping into the world of Microsoft 365 and SharePoint Online. It is tailored for a broad spectrum of skillsets including general business professionals, IT administrators, and enterprise architects who are newcomers to Microsoft 365, offering valuable insights for establishing a contemporary, digital workplace effectively.Table of ContentsOverview of Microsoft 365Introduction to SharePoint OnlineModern Sites in SharePoint OnlineLists and Libraries in SharePoint OnlineDocument Management in SharePoint OnlineOneDriveMicrosoft TeamsPower Automate (Microsoft Flow)Creating Power AppsApplying Power AppsPower BIOverview of Copilot in Microsoft 365 and Power PlatformTerm Store and Content Types in SharePoint OnlineSearch in Microsoft 365Microsoft DelveMicrosoft 365 GroupsPower Automate Desktop for RPAPower Virtual Agents(N.B. Please use the Look Inside option to see further chapters)
Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey FeaturesGrasp the principles of data centricity and apply them to real-world scenariosGain experience with quality data collection, labeling, and synthetic data creation using PythonDevelop essential skills for building reliable, responsible, and ethical machine learning solutionsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionIn the rapidly advancing data-driven world where data quality is pivotal to the success of machine learning and artificial intelligence projects, this critically timed guide provides a rare, end-to-end overview of data-centric machine learning (DCML), along with hands-on applications of technical and non-technical approaches to generating deeper and more accurate datasets.This book will help you understand what data-centric ML/AI is and how it can help you to realize the potential of 'small data'. Delving into the building blocks of data-centric ML/AI, you'll explore the human aspects of data labeling, tackle ambiguity in labeling, and understand the role of synthetic data. From strategies to improve data collection to techniques for refining and augmenting datasets, you'll learn everything you need to elevate your data-centric practices. Through applied examples and insights for overcoming challenges, you'll get a roadmap for implementing data-centric ML/AI in diverse applications in Python.By the end of this book, you'll have developed a profound understanding of data-centric ML/AI and the proficiency to seamlessly integrate common data-centric approaches in the model development lifecycle to unlock the full potential of your machine learning projects by prioritizing data quality and reliability.What you will learnUnderstand the impact of input data quality compared to model selection and tuningRecognize the crucial role of subject-matter experts in effective model developmentImplement data cleaning, labeling, and augmentation best practicesExplore common synthetic data generation techniques and their applicationsApply synthetic data generation techniques using common Python packagesDetect and mitigate bias in a dataset using best-practice techniquesUnderstand the importance of reliability, responsibility, and ethical considerations in ML/AIWho this book is forThis book is for data science professionals and machine learning enthusiasts looking to understand the concept of data-centricity, its benefits over a model-centric approach, and the practical application of a best-practice data-centric approach in their work. This book is also for other data professionals and senior leaders who want to explore the tools and techniques to improve data quality and create opportunities for small data ML/AI in their organizations.Table of ContentsExploring Data-Centric Machine LearningFrom Model-Centric to Data-Centric - ML's EvolutionPrinciples of Data-Centric MLData Labeling Is a Collaborative ProcessTechniques for Data CleaningTechniques for Programmatic Labeling in Machine LearningUsing Synthetic Data in Data-Centric Machine LearningTechniques for Identifying and Removing BiasDealing with Edge Cases and Rare Events in Machine LearningKick-Starting Your Journey in Data-Centric Machine Learning
Embrace WordPress to unlock creative possibilities, discovering new design tools and patterns that will elevate your website's aestheticKey FeaturesExplore WordPress pattern directory for free patterns and create captivating designs with less codingLearn to use design tools effectively, stay updated on their evolution, and find tools for third-party blocksMaster block styles by understanding their concepts, applications, and seamless theme integrationPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionExperience a revolutionary WordPress styling transformation with WordPress Styling with Blocks, Patterns, Templates, and Themes by uncovering a wealth of features that redefine the future of WordPress. This guide introduces you to full-site editing and block design tools that enable you to shape the overall aesthetics and layout of your dream website with unprecedented ease. Get ready to harness the power of diverse cutting-edge features as you delve into this WordPress book, focusing on the Gutenberg editing experience. Guided by examples that demonstrate effortless customization entirely suited to your preferences, you'll master the design tools, patterns, and full site editing capabilities to shape impactful websites that mirror your distinct vision and creativity. As you immerse yourself in the core of WordPress styling, you'll understand the rationale and terminology underpinning each element and how to use it to its full potential.By the end of this book, you'll be equipped to build your dream website, reflecting your distinctive style.What you will learnAcquire skills in block recognition, CSS-free customization, and identifying supported block design toolsRecognize the significance of global styles in modern WordPress themesLocate sources for block themes and kickstart personal creationsDiscover, create, and share editor patterns and integrate them into themesComprehend the WordPress Pattern Directory, locating and adding patternsMaster the effective use, availability, and implementation of website design toolsWho this book is forThis book is your go-to resource for exploring and unleashing your creative potential using the latest styling features available in WordPress. Whether you're a non-coder, a hobbyist, or a seasoned WordPress user, this guide will help you discover the full range of new options. With no prior knowledge assumed, each step is carefully explained to ensure that you make the most of the latest version. Starting with a no-code approach, the book progressively introduces some coding for those interested in taking their learning further.Table of ContentsIntroducing blocksBlock design toolsBlock stylesBlock and styles wrap-upUnderstanding block patternsDiscovering and creating block patternsDiscovering the WordPress Pattern DirectoryWrapping up patternsAn introduction to full site editingDiscovering and creating template partsDiscovering and creating templatesTemplates wrap-upUnderstanding how themes have changedDiscovering stylesDiscovering WordPress block themesWrapping up themes
A book for the aspiring .NET software architect - design scalable and high-performance enterprise solutions using the latest features of C# 12 and .NET 8Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesGet introduced to software architecture fundamentals and begin applying them in .NETExplore the main technologies used by software architects and choose the best ones for your needsMaster new developments in .NET with the help of a practical case study that looks at software architecture for a travel agencyBook DescriptionSoftware Architecture with C# 12 and .NET 8 puts high-level design theory to work in a .NET context, teaching you the key skills, technologies, and best practices required to become an effective .NET software architect.This fourth edition puts emphasis on a case study that will bring your skills to life. You'll learn how to choose between different architectures and technologies at each level of the stack. You'll take an even closer look at Blazor and explore OpenTelemetry for observability, as well as a more practical dive into preparing .NET microservices for Kubernetes integration.Divided into three parts, this book starts with the fundamentals of software architecture, covering C# best practices, software domains, design patterns, DevOps principles for CI/CD, and more. The second part focuses on the technologies, from choosing data storage in the cloud to implementing frontend microservices and working with Serverless. You'll learn about the main communication technologies used in microservices, such as REST API, gRPC, Azure Service Bus, and RabbitMQ. The final part takes you through a real-world case study where you'll create software architecture for a travel agency.By the end of this book, you will be able to transform user requirements into technical needs and deliver highly scalable enterprise software architectures.What you will learnProgram and maintain Azure DevOps and explore GitHub ProjectsManage software requirements to design functional and non-functional needsApply architectural approaches such as layered architecture and domain-driven designMake effective choices between cloud-based and data storage solutionsImplement resilient frontend microservices, worker microservices, and distributed transactionsUnderstand when to use test-driven development (TDD) and alternative approachesChoose the best option for cloud development, from IaaS to ServerlessWho this book is forThis book is for engineers and senior software developers aspiring to become architects or looking to build enterprise applications with the .NET stack.Basic familiarity with C# and .NET is required to get the most out of this software architecture book.Table of ContentsUnderstanding the Importance of Software ArchitectureNon-Functional RequirementsManaging RequirementsBest Practices in Coding C# 12Implementing Code Reusability in C# 12Design Patterns and .NET 8 ImplementationUnderstanding the Different Domains in Software SolutionsUnderstanding DevOps Principles and CI/CDTesting Your Enterprise ApplicationDeciding on the Best Cloud-Based SolutionApplying a Microservice Architecture to Your Enterprise ApplicationChoosing Your Data Storage in the cloudInteracting with Data in C# - Entity Framework CoreImplementing Microservices with .NETApplying Service-Oriented Architectures with .NETWorking with Serverless - Azure FunctionsPresenting ASP.NET Core(N.B. Please use the Look Inside option to see further chapters)
Build robust, scalable web applications using ASP.NET Core 8, Angular, and Entity Framework CorePurchase of the print or Kindle book includes a free PDF eBookKey FeaturesCombine ASP.NET Core and Angular to build highly versatile web applicationsCreate a production-ready Single-Page Application (SPA) or Progressive Web Application (PWA)Adopt a full-stack approach to handle data management, API documentation, Web APIs, end-to-end testing, security, and deploymentBook DescriptionIf you want to learn how to use ASP.NET Core with Angular effectively, this hands-on guide is for you.Improve the way you create, debug, and deploy web applications while keeping up to date with the latest developments in .NET 8 and modern Angular, including .NET Minimal APIs and the new Angular standalone API defaults.You'll begin by setting up SQL Server 2022 and building a data model with Entity Framework Core. You'll progress to fetching and displaying data, handling user input with Angular reactive forms, and implementing front-end and back-end validators for maximum effect. After that, you will perform advanced debugging and explore unit testing features with xUnit for .NET, and Jasmine and Karma for Angular. You'll use Identity API endpoints in ASP.NET Core and functional route guards in Angular to add authentication and authorization to your apps. Finally, you'll learn how to deploy to Windows, Linux, and Azure.By the end of this book, you will understand how to tie together the front-end and back-end to build and deploy secure and robust web applications.What you will learnExplore the new Angular and ASP.NET Core template with Visual Studio 2022Use modern interfaces and patterns such as the HTML5 pushState API, webhooks, and UI data bindingsAdd real-time capabilities to Angular apps with SignalR and gRPCImplement authentication and authorization using JWTsPerform DBMS structured logging using providers such as SeriLogConvert a standard web application to a progressive web application (PWA)Deploy an Angular app to Azure Static Web AppsAdd GraphQL support to back-end and front-end using HotChocolate and Apollo AngularWho this book is forThis book is for developers who have some familiarity with ASP.NET Core and Angular and want to learn how to use them effectively together.Table of ContentsIntroducing ASP.NET and AngularGetting ReadyLooking AroundFront-End and Back-End InteractionsData Model with Entity Framework CoreFetching and Displaying DataForms and Data ValidationCode Tweaks and Data ServicesBack-End and Front-End DebuggingASP.NET Core and Angular Unit TestingAuthentication and AuthorizationProgressive Web AppsBeyond REST - Web API with GraphQLReal-Time Updates with SignalRWindows, Linux, and Azure Deployment
Delve into JVM inner workings and explore internals, memory management, and performance optimizationKey Features:Uncover the intricacies of JVM, from class loading to garbage collection, and moreMaster JVM memory management for efficient resource use and reduced overheadApply JVM knowledge through case studies, reinforcing your understanding of internalsPurchase of the print or Kindle book includes a free PDF eBook Book Description:Mastering the Java Virtual Machine is a comprehensive guide that will take you into the heart of Java programming, guiding you through the intricate workings of the Java Virtual Machine (JVM) and equipping you with essential skills to become a proficient Java developer.You'll start by understanding the JVM, exploring its architecture and how it executes Java code. Through detailed explanations and real-world examples, you'll gain a deep understanding of JVM internals, enabling you to write efficient and optimized Java applications.As you progress, you'll delve into memory management and execution, unraveling the complexities of heap and stack management, garbage collection, and memory profiling. You'll learn how memory is allocated and reclaimed in the JVM, as well as how to optimize memory usage and identify performance bottlenecks in your applications. With this knowledge, you'll be able to create Java programs that are not only robust but also highly performant.By the end of this book, you'll have the skills needed to excel in Java programming, writing efficient, maintainable code.What You Will Learn:Understand JVM architecture and bytecode executionExplore memory management and optimize memory usageCompare and evaluate alternative JVMs like GraalVMMaster reflection for dynamic behavior in Java applicationsUtilize Java annotation processors for code generationGet to grips with reactive programming principles for scalable applicationsWho this book is for:This book is for Java developers seeking to deepen their expertise in the Java Virtual Machine (JVM) and optimize Java applications for peak performance. It caters to both intermediate and seasoned professionals who want to explore specific aspects such as JVM internals, memory management, threading, security, and performance tuning.
Unlock the full potential of your data by mastering the art of cleaning, preparing, and transforming data with Power BI for smarter insights and data visualizationsKey Features:Implement best practices for connecting, preparing, cleaning, and analyzing multiple sources of data using Power BIConduct exploratory data analysis (EDA) using DAX, PowerQuery, and the M languageApply your newfound knowledge to tackle common data challenges for visualizations in Power BIPurchase of the print or Kindle book includes a free PDF eBookBook Description:Microsoft Power BI offers a range of powerful data cleaning and preparation options through tools such as DAX, Power Query, and the M language. However, despite its user-friendly interface, mastering it can be challenging. Whether you're a seasoned analyst or a novice exploring the potential of Power BI, this comprehensive guide equips you with techniques to transform raw data into a reliable foundation for insightful analysis and visualization.This book serves as a comprehensive guide to data cleaning, starting with data quality, common data challenges, and best practices for handling data. You'll learn how to import and clean data with Query Editor and transform data using the M query language. As you advance, you'll explore Power BI's data modeling capabilities for efficient cleaning and establishing relationships. Later chapters cover best practices for using Power Automate for data cleaning and task automation. Finally, you'll discover how OpenAI and ChatGPT can make data cleaning in Power BI easier.By the end of the book, you will have a comprehensive understanding of data cleaning concepts, techniques, and how to use Power BI and its tools for effective data preparation.What You Will Learn:Connect to data sources using both import and DirectQuery optionsUse the Query Editor to apply data transformationsTransform your data using the M query languageDesign clean and optimized data models by creating relationships and DAX calculationsPerform exploratory data analysis using Power BIAddress the most common data challenges with best practicesExplore the benefits of using OpenAI, ChatGPT, and Microsoft Copilot for simplifying data cleaningWho this book is for:If you're a data analyst, business intelligence professional, business analyst, data scientist, or anyone who works with data on a regular basis, this book is for you. It's a useful resource for anyone who wants to gain a deeper understanding of data quality issues and best practices for data cleaning in Power BI. If you have a basic knowledge of BI tools and concepts, this book will help you advance your skills in Power BI.
Explore practical LaTeX examples across various fields like mathematics, physics, chemistry, and computer science, and learn to quickly create tables, diagrams, and plots for your thesis, presentations, and articlesKey FeaturesWork with ready-to-use document templates to write articles, books, a thesis, and moreRefine text, fonts, formulas, and tables, and optimize PDF propertiesCreate captivating graphics directly within LaTeX in 2D and 3DPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionThe second edition of LaTeX Cookbook offers improved and additional examples especially for users in science and academia, with a focus on new packages for creating graphics with LaTeX. This edition also features an additional chapter on ChatGPT use to improve content, streamline code, and automate tasks, thereby saving time. This book is a practical guide to utilizing the capabilities of modern document classes and exploring the functionalities of the newest LaTeX packages. Starting with familiar document types like articles, books, letters, posters, leaflets, and presentations, it contains detailed tutorials for refining text design, adjusting fonts, managing images, creating tables, and optimizing PDFs. It also covers elements such as the bibliography, glossary, and index. You'll learn to create graphics directly within LaTeX, including diagrams and plots, and explore LaTeX's application across various fields like mathematics, physics, chemistry, and computer science. The book's website offers online compilable code, an example gallery, and supplementary information related to the book, including the author's LaTeX forum, where you can get personal support. By the end of this book, you'll have the skills to optimize productivity through practical demonstrations of effective LaTeX usage in diverse scenarios.What you will learnUtilize various document classes and incorporate bibliography, glossary, and index sectionsHandle arranging and annotating images with easeCreate visually appealing tables and learn how to manage fonts efficientlyGenerate diverse and colorful graphics, including diagrams, flow charts, bar charts, trees, and both 2D and 3D plotsSolve writing and drawing tasks across various scientific disciplinesOptimize PDF output, enhancing it with metadata, annotations, popups, animations, and fill-in fieldsLeverage ChatGPT to improve content and codeWho this book is forIf you're a LaTeX user in school, academia, or industry with a foundational understanding of LaTeX basics, this book offers efficient solutions to expedite your tasks. Tailored to students, teachers, authors, and engineers, its example-driven format enables quick access to solutions. Familiarity with basic LaTeX syntax and using LaTeX with your preferred editor for compiling is recommended to make the most of this book.Table of ContentsExploring Various Document ClassesTuning the Text Adjusting Fonts Creating Tables Working with ImagesCreating GraphicsCreating Beautiful DesignsProducing Contents, Indexes, and BibliographiesOptimizing PDF FilesWriting Advanced MathematicsUsing LaTeX in Science and TechnologyGetting Support on the InternetUsing Artificial Intelligence with LaTeX
Packed with practical recipes, explore the latest advancements in C++, optimize performance, and gain insights into essential techniques though this comprehensive guide.Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesNot just a guide to C++23 programming; find the right solution to over 150 coding tasks in any modern variant of C++Learn all the most important C++ concepts through a series of hands-on, self-contained recipesFully-updated and packed with new topics including; sync output streams, tag dispatching, and C++20/23 range adaptorsBook DescriptionThe updated third edition of Modern C++ Programming Cookbook addresses the latest features of C++23, such as the stack library, the expected and mdspan types, span buffers, formatting library improvements, and updates to the ranges library. It also gets into more C++20 topics not previously covered, such as sync output streams and source_location. The book is organized in the form of practical recipes covering a wide range of real-world problems.It gets into the details of all the core concepts of modern C++ programming, such as functions and classes, iterators and algorithms, streams and the file system, threading and concurrency, smart pointers and move semantics, and many others. You will cover the performance aspects of programming in depth, and learning to write fast and lean code with the help of best practices.You will explore useful patterns and the implementation of many idioms, including pimpl, named parameter, attorney-client, and the factory pattern. A chapter dedicated to unit testing introduces you to three of the most widely used libraries for C++: Boost.Test, Google Test, and Catch2.By the end of this modern C++ programming book, you will be able to effectively leverage the features and techniques of C++11/14/17/20/23 programming to enhance the performance, scalability, and efficiency of your applications.What you will learnExplore the new C++23 language and library featuresBecome skilled at using the built-in support for threading and concurrency for daily tasksLeverage the standard library and work with containers, algorithms, and iteratorsSolve text searching and replacement problems using regular expressionsWork with different types of strings and learn the various aspects of compilationTake advantage of the file system library to work with files and directoriesImplement various useful patterns and idiomsExplore the widely used testing frameworks for C++Who this book is forThe book is designed for entry- and intermediate-level programmers with a foundational understanding of the C++ programming language looking to master the language and evolve into proficient modern C++ developers. Experienced C++ programmers can leverage this book to strengthen their command of C++ and find a good reference to many language and library features of C++11/14/17/20/23.Table of ContentsLearning Modern Core Language FeaturesWorking with Numbers and StringsExploring FunctionsPreprocessing and CompilationStandard Library Containers, Algorithms, and IteratorsGeneral-Purpose UtilitiesWorking with Files and Streams Leveraging Threading and Concurrency Robustness and PerformanceImplementing Patterns and IdiomsExploring Testing FrameworksC++23 Features
Harness the power of Microsoft Fabric to develop data analytics solutions for various use cases guided by step-by-step instructionsKey FeaturesExplore Microsoft Fabric and its features through real-world examplesBuild data analytics solutions for lakehouses, data warehouses, real-time analytics, and data scienceMonitor, manage, and administer your Fabric platform and analytics system to ensure flexibility, performance, security, and controlPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionDiscover the capabilities of Microsoft Fabric, the premier unified solution designed for the AI era, seamlessly combining data integration, OneLake, transformation, visualization, universal security, and a unified business model. This book provides an overview of Microsoft Fabric, its components, and the wider analytics landscape.In this book, you'll explore workloads such as Data Factory, Synapse Data Engineering, data science, data warehouse, real-time analytics, and Power BI. You'll learn how to build end-to-end lakehouse and data warehouse solutions using the medallion architecture, unlock the real-time analytics, and implement machine learning and AI models. As you progress, you'll build expertise in monitoring workloads and administering Fabric across tenants, capacities, and workspaces. The book also guides you step by step through enhancing security and governance practices in Microsoft Fabric and implementing CI/CD workflows with Azure DevOps or GitHub. Finally, you'll discover the power of Copilot, an AI-driven assistant that accelerates your analytics journey.By the end of this book, you'll have unlocked the full potential of AI-driven data analytics, gaining a comprehensive understanding of the analytics landscape and mastery over the essential concepts and principles of Microsoft Fabric.What you will learnGet acquainted with the different services available in Microsoft FabricBuild end-to-end data analytics solution to scale and manage high performanceIntegrate data from different types of data sourcesApply transformation with Spark, Notebook, and T-SQLUnderstand and implement real-time stream processing and data science capabilitiesPerform end-to-end processes for building data analytics solutions in the AI eraDrive insights by leveraging Power BI for reporting and visualizationImprove productivity with AI assistance and Copilot integrationWho this book is forThis book is for data professionals, including data analysts, data engineers, data scientists, data warehouse developers, ETL developers, business analysts, AI/ML professionals, software developers, and Chief Data Officers who want to build a future-ready data analytics solution for long-term success in the AI era.For PySpark and SQL students entering the data analytics field, this book offers a broad foundation for developing the skills to build end-to-end analytics systems for various use cases. Basic knowledge of SQL and Spark is assumed.Table of ContentsOverview of Microsoft Fabric and Understanding Its Different ConceptsUnderstanding Different Workloads and Getting Started with Microsoft Fabric Building an End-to-End Analytics System - LakehouseBuilding an End-to-End Analytics System - Data WarehouseBuilding an End-to-End Analytics System - Real-Time AnalyticsBuilding an End-to-End Analytics System - Data ScienceMonitoring Overview and Monitoring Different WorkloadsAdministering FabricSecurity and Governance Overview(N.B. Please use the Look Inside option to see further chapters)
A practical guide to deploying, managing, and leveraging the power of Microsoft's unified security solutionKey Features:Learn how to leverage Microsoft's XDR and SIEM for long-term resilienceExplore ways to elevate your security posture using Microsoft Defender tools such as MDI, MDE, MDO, MDA, and MDCDiscover strategies for proactive threat hunting and rapid incident responsePurchase of the print or Kindle book includes a free PDF eBookBook Description:Tired of dealing with fragmented security tools and navigating endless threat escalations? Take charge of your cyber defenses with the power of Microsoft's unified XDR and SIEM solution.This comprehensive guide offers an actionable roadmap to implementing, managing, and leveraging the full potential of the powerful unified XDR + SIEM solution, starting with an overview of Zero Trust principles and the necessity of XDR + SIEM solutions in modern cybersecurity. From understanding concepts like EDR, MDR, and NDR and the benefits of the unified XDR + SIEM solution for SOC modernization to threat scenarios and response, you'll gain real-world insights and strategies for addressing security vulnerabilities. Additionally, the book will show you how to enhance Secure Score, outline implementation strategies and best practices, and emphasize the value of managed XDR and SIEM solutions. That's not all; you'll also find resources for staying updated in the dynamic cybersecurity landscape.By the end of this insightful guide, you'll have a comprehensive understanding of XDR, SIEM, and Microsoft's unified solution to elevate your overall security posture and protect your organization more effectively.What You Will Learn:Optimize your security posture by mastering Microsoft's robust and unified solutionUnderstand the synergy between Microsoft Defender's integrated tools and Sentinel SIEM and SOARExplore practical use cases and case studies to improve your security postureSee how Microsoft's XDR and SIEM proactively disrupt attacks, with examplesImplement XDR and SIEM, incorporating assessments and best practicesDiscover the benefits of managed XDR and SOC services for enhanced protectionWho this book is for:This comprehensive guide is your key to unlocking the power of Microsoft's unified XDR and SIEM offering. Whether you're a cybersecurity pro, incident responder, SOC analyst, or simply curious about these technologies, this book has you covered.CISOs, IT leaders, and security professionals will gain actionable insights to evaluate and optimize their security architecture with Microsoft's integrated solution. This book will also assist modernization-minded organizations to maximize existing licenses for a more robust security posture.
Unleash the full potential of transformers with this comprehensive guide covering architecture, capabilities, risks, and practical implementations on OpenAI, Google Vertex AI, and Hugging FacePurchase of the print or Kindle book includes a free eBook in PDF formatKey FeaturesMaster NLP and vision transformers, from the architecture to fine-tuning and implementationLearn how to apply Retrieval Augmented Generation (RAG) with LLMs using customized texts and embeddingsMitigate LLM risks, such as hallucinations, using moderation models and knowledge basesBook DescriptionTransformers for Natural Language Processing and Computer Vision, Third Edition, explores Large Language Model (LLM) architectures, applications, and various platforms (Hugging Face, OpenAI, and Google Vertex AI) used for Natural Language Processing (NLP) and Computer Vision (CV).The book guides you through different transformer architectures to the latest Foundation Models and Generative AI. You'll pretrain and fine-tune LLMs and work through different use cases, from summarization to implementing question-answering systems with embedding-based search techniques. You will also learn the risks of LLMs, from hallucinations and memorization to privacy, and how to mitigate such risks using moderation models with rule and knowledge bases. You'll implement Retrieval Augmented Generation (RAG) with LLMs to improve the accuracy of your models and gain greater control over LLM outputs.Dive into generative vision transformers and multimodal model architectures and build applications, such as image and video-to-text classifiers. Go further by combining different models and platforms and learning about AI agent replication.This book provides you with an understanding of transformer architectures, pretraining, fine-tuning, LLM use cases, and best practices.What you will learnLearn how to pretrain and fine-tune LLMsLearn how to work with multiple platforms, such as Hugging Face, OpenAI, and Google Vertex AILearn about different tokenizers and the best practices for preprocessing language dataImplement Retrieval Augmented Generation and rules bases to mitigate hallucinationsVisualize transformer model activity for deeper insights using BertViz, LIME, and SHAPCreate and implement cross-platform chained models, such as HuggingGPTGo in-depth into vision transformers with CLIP, DALL-E 2, DALL-E 3, and GPT-4VWho this book is forThis book is ideal for NLP and CV engineers, software developers, data scientists, machine learning engineers, and technical leaders looking to advance their LLMs and generative AI skills or explore the latest trends in the field.Knowledge of Python and machine learning concepts is required to fully understand the use cases and code examples. However, with examples using LLM user interfaces, prompt engineering, and no-code model building, this book is great for anyone curious about the AI revolution.Table of ContentsWhat are Transformers?Getting Started with the Architecture of the Transformer ModelEmergent vs Downstream Tasks: The Unseen Depths of TransformersAdvancements in Translations with Google Trax, Google Translate, and GeminiDiving into Fine-Tuning through BERTPretraining a Transformer from Scratch through RoBERTaThe Generative AI Revolution with ChatGPTFine-Tuning OpenAI GPT ModelsShattering the Black Box with Interpretable ToolsInvestigating the Role of Tokenizers in Shaping Transformer Models(N.B. Please use the Look Inside option to see further chapters)
Delve into the second edition to master serverless proficiency and explore new chapters on security techniques, multi-regional deployment, and optimizing observability.Key FeaturesGain insights from a seasoned CTO on best practices for designing enterprise-grade software systemsDeepen your understanding of system reliability, maintainability, observability, and scalability with real-world examplesElevate your skills with software design patterns and architectural concepts, including securing in-depth and running in multiple regions.Book DescriptionOrganizations undergoing digital transformation rely on IT professionals to design systems to keep up with the rate of change while maintaining stability. With this edition, enriched with more real-world examples, you'll be perfectly equipped to architect the future for unparalleled innovation.This book guides through the architectural patterns that power enterprise-grade software systems while exploring key architectural elements (such as events-driven microservices, and micro frontends) and learning how to implement anti-fragile systems.First, you'll divide up a system and define boundaries so that your teams can work autonomously and accelerate innovation. You'll cover the low-level event and data patterns that support the entire architecture while getting up and running with the different autonomous service design patterns.This edition is tailored with several new topics on security, observability, and multi-regional deployment. It focuses on best practices for security, reliability, testability, observability, and performance. You'll be exploring the methodologies of continuous experimentation, deployment, and delivery before delving into some final thoughts on how to start making progress.By the end of this book, you'll be able to architect your own event-driven, serverless systems that are ready to adapt and change.What you will learnExplore architectural patterns to create anti-fragile systems.Focus on DevSecOps practices that empower self-sufficient, full-stack teamsApply microservices principles to the frontendDiscover how SOLID principles apply to software and database architectureGain practical skills in deploying, securing, and optimizing serverless architecturesDeploy a multi-regional system and explore the strangler pattern for migrating legacy systemsMaster techniques for collecting and utilizing metrics, including RUM, Synthetics, and Anomaly detection.Who this book is forThis book is for software architects who want to learn more about different software design patterns and best practices. This isn't a beginner's manual - you'll need an intermediate level of programming proficiency and software design experience to get started.You'll get the most out of this software design book if you already know the basics of the cloud, but it isn't a prerequisite.Table of ContentsArchitecting for InnovationsDefining Boundaries and Letting GoTaming the Presentation TierTrusting Facts and Eventual ConsistencyTurning the Cloud into the DatabaseA Best Friend for the FrontendBridging Intersystem GapsReacting to Events with More EventsRunning in Multiple RegionsSecuring Autonomous Subsystems in DepthChoreographing Deployment and DeliveryOptimizing ObservabilityDon't Delay, Start Experimenting
Unleash DevOps excellence with Python and its ecosystem of tools for seamless orchestration on both local and cloud platforms, such as GCP, AWS, and AzureKey FeaturesIntegrate Python into DevOps for streamlined workflows, task automation, and improved collaborationCombine the principles of Python and DevOps into a unified approach for problem solvingLearn about Python's role in Infrastructure as Code (IaC), MLOps, networking, and other domainsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionPython stands out as a powerhouse in DevOps, boasting unparalleled libraries and support, which makes it the preferred programming language for problem solvers worldwide. This book will help you understand the true flexibility of Python, demonstrating how it can be integrated into incredibly useful DevOps workflows and workloads, through practical examples.You'll start by understanding the symbiotic relation between Python and DevOps philosophies and then explore the applications of Python for provisioning and manipulating VMs and other cloud resources to facilitate DevOps activities. With illustrated examples, you'll become familiar with automating DevOps tasks and learn where and how Python can be used to enhance CI/CD pipelines. Further, the book highlights Python's role in the Infrastructure as Code (IaC) process development, including its connections with tools like Ansible, SaltStack, and Terraform. The concluding chapters cover advanced concepts such as MLOps, DataOps, and Python's integration with generative AI, offering a glimpse into the areas of monitoring, logging, Kubernetes, and more.By the end of this book, you'll know how to leverage Python in your DevOps-based workloads to make your life easier and save time.What you will learnImplement DevOps practices and principles using PythonEnhance your DevOps workloads with PythonCreate Python-based DevOps solutions to improve your workload efficiencyUnderstand DevOps objectives and the mindset needed to achieve themUse Python to automate DevOps tasks and increase productivityExplore the concepts of DevSecOps, MLOps, DataOps, and moreUse Python for containerized workloads in Docker and KubernetesWho this book is forThis book is for IT professionals venturing into DevOps, particularly programmers seeking to apply their existing programming knowledge to excel in this field. For DevOps professionals without a coding background, this book serves as a resource to enhance their understanding of development practices and communicate more effectively with developers. Solutions architects, programmers, and anyone regularly working with DevOps solutions and Python will also benefit from this hands-on guide.Table of ContentsIntroducing DevOps PrinciplesTalking about PythonThe Simplest Ways to Start Using DevOps in Python ImmediatelyProvisioning ResourcesManipulating ResourcesSecurity and DevSecOps with PythonAutomating TasksUnderstanding Event-Driven ArchitectureUsing Python for CI/CD PipelinesCommon DevOps Use Cases in Some of the Biggest Companies in the WorldMLOps and DataOpsHow Python Integrates with IaC ConceptsThe Tools to Take Your DevOps to the Next Level
Explore the C++ STL with practical guidance on vectors, algorithms, and custom types for intermediate developers, enriched by real-world examples.Key FeaturesMaster the std::vector and understand why it should be your default container of choiceUnderstand each STL algorithm and its practical applicationsGain insights into advanced topics such as exception guarantees and thread safetyPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionWhile the Standard Template Library (STL) offers a rich set of tools for data structures and algorithms, navigating its intricacies can be daunting for intermediate C++ developers without expert guidance. This book offers a thorough exploration of the STL's components, covering fundamental data structures, advanced algorithms, and concurrency features.Starting with an in-depth analysis of the std::vector, this book highlights its pivotal role in the STL, progressing toward building your proficiency in utilizing vectors, managing memory, and leveraging iterators. The book then advances to STL's data structures, including sequence containers, associative containers, and unordered containers, simplifying the concepts of container adaptors and views to enhance your knowledge of modern STL programming. Shifting the focus to STL algorithms, you'll get to grips with sorting, searching, and transformations and develop the skills to implement and modify algorithms with best practices. Advanced sections cover extending the STL with custom types and algorithms, as well as concurrency features, exception safety, and parallel algorithms.By the end of this book, you'll have transformed into a proficient STL practitioner ready to tackle real-world challenges and build efficient and scalable C++ applications.What you will learnStreamline data handling using the std::vectorMaster advanced usage of STL iteratorsOptimize memory in STL containersImplement custom STL allocatorsApply sorting and searching with STL algorithmsCraft STL-compatible custom typesManage concurrency and ensure thread safety in STLHarness the power of parallel algorithms in STLWho this book is forThis book is for intermediate-level C++ developers looking to enhance their software development skills. Familiarity with basic C++ syntax and object-oriented programming (OOP) as well as some exposure to data structures and algorithms is assumed.Tailored to software engineers, computer science students, and hobbyist programmers, this book delves into C++ STL for practical application, performance enhancement, and efficient coding practices.Table of ContentsThe Basics of std::vectorMastering Iterators with std::vectorMastering Memory and Allocators with std::vectorMastering Algorithms with std::vectorMaking a Case for std::vectorAdvanced Sequence Container UsageAdvanced Ordered Associative Container UsageAdvanced Unordered Associative Container UsageAdvanced Container Adaptor UsageAdvanced Container View UsageFundamental Algorithms and SearchingManipulation and TransformationNumeric and Range-Based OperationsPermutations, Partitions, and HeapsSTL with RangesCreating STL-Types ContainersCreating STL-Compatible AlgorithmsType Traits and PoliciesException SafetyThread Safety and Concurrency with the STLSTL Interaction with Concepts and CoroutinesParallel Algorithms with the STL
Learn Jakarta EE by building real-world microservices with code examples, practical exercises, and the latest Jakarta EE featuresKey FeaturesCraft microservices using standard Jakarta EE technologies such as Jakarta RESTful Web Services, JSON Processing, and JSON BindingDesign web-based applications with Jakarta FacesHarness Jakarta EE technologies such as Jakarta Enterprise Beans and Jakarta Messaging to build enterprise applicationsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionJakarta EE stands as a robust standard with multiple implementations, presenting developers with a versatile toolkit for building enterprise applications. However, despite the advantages of enterprise application development, vendor lock-in remains a concern for many developers, limiting flexibility and interoperability across diverse environments.This Jakarta EE application development guide addresses the challenge of vendor lock-in by offering comprehensive coverage of the major Jakarta EE APIs and goes beyond the basics to help you develop applications deployable on any Jakarta EE compliant runtime. This book introduces you to JSON Processing and JSON Binding and shows you how the Model API and the Streaming API are used to process JSON data. You'll then explore additional Jakarta EE APIs, such as WebSocket and Messaging, for loosely coupled, asynchronous communication and discover ways to secure applications with the Jakarta EE Security API. Finally, you'll learn about Jakarta RESTful web service development and techniques to develop cloud-ready microservices in Jakarta EE.By the end of this book, you'll have developed the skills to craft secure, scalable, and cloud-native microservices that solve modern enterprise challenges.What you will learnDesign microservices architectures with a clear separation of concernsUnderstand the contexts and dependency injection (CDI) specification to develop Java EE applicationsUse Jakarta Faces to create interactive web applications using component-based developmentUnderstand the steps involved in handling JSON data with Jakarta JSON Processing and BindingDesign secure RESTful web services using server-sent events (SSE) for real-time data updatesSecure your applications with the Jakarta Security APIBuild message-driven applications with Jakarta MessagingWho this book is forThis book is for Java developers looking to learn Jakarta EE and expand their skill set. You'll also find this book useful if you are familiar with Java EE and want to stay abreast of the latest version of the Jakarta EE specification. Knowledge of core Java concepts such as OOP, data types, control flow, and basic collections will be beneficial.Table of ContentsIntroduction to Jakarta EEContexts and Dependency InjectionJakarta RESTful Web ServicesJSON Processing and JSON BindingMicroservices Development with Jakarta EEJakarta FacesAdditional Jakarta Faces FeaturesObject Relational Mapping with Jakarta PersistenceWebSocketsSecuring Jakarta EE ApplicationsServlet Development and DeploymentJakarta Enterprise BeansJakarta MessagingWeb Services with Jakarta XML Web ServicesPutting it All Together
Gain the expertise needed for the Google Cloud Digital Leader certification with the help of industry insights, effective testing strategies, and exam questions designed to help you make informed tech decisions aligned with business goalsKey FeaturesLearn about data management, AI, monetization, security, and the significance of infrastructure modernizationBuild a solid foundation in Google Cloud, covering all technical essentials necessary for a Google Cloud Digital LeaderTest your knowledge of cloud and digital transformation through realistic exam questionsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionTo thrive in today's world, leaders and technologists must understand how technology shapes businesses. As organizations shift from self-hosted to cloud-native solutions, embracing serverless systems, strategizing data use, and defining monetization becomes imperative. The Google Cloud Digital Leader Certification Guide lays a solid foundation of industry knowledge, focused on the Google Cloud platform and the innovative ways in which customers leverage its technologies.The book starts by helping you grasp the essence of digital transformation within the Google Cloud context. You'll then cover core components of the platform, such as infrastructure and application modernization, data innovation, and best practices for environment management and security. With a series of practice exam questions included, this book ensures that you build comprehensive knowledge and prepare to certify as a Google Cloud Digital Leader. Going beyond the exam essentials, you'll also explore how companies are modernizing infrastructure, data ecosystems, and teams in order to capitalize on new market opportunities through platform expertise, best practices, and real-world scenarios.By the end of this book, you'll have learned everything you need to pass the Google Cloud Digital Leader certification exam and have a reference guide for future requirements.What you will learnLeverage Google Cloud's AI and ML solutions to create business valueIdentify Google Cloud solutions for data management and smart analyticsAcquire the skills necessary to modernize infrastructure and applications on GCPUnderstand the value of APIs and their applications in cloud environmentsMaster financial governance and implement best practices for cost managementUnderstand the cloud security approach and benefits of Google Cloud securityFind out how IT operations must adapt to thrive in the cloudWho this book is forThis Google Cloud fundamentals book is suitable for individuals with both technical and non-technical backgrounds looking for a starting point to pursue more advanced Google Cloud certifications. No prior experience is required to get started with this book; only a keen interest in learning and exploring cloud concepts, with a focus on Google Cloud.Table of ContentsCloud Computing Fundamentals - An Introduction to Digital TransformationThe Shift to Public CloudUnderstanding the Different Cloud Computing ModelsThe Role of Data in Digital TransformationGoogle Cloud Solutions for Data ManagementMachine Learning and Artificial Intelligence on Google CloudModernizing IT Infrastructure with Google CloudModernizing Applications with Google CloudThe Value of APIsGoogle Cloud's Approach to SecurityIT Operations in the CloudResource Monitoring and Application Performance Management on Google CloudSample Questions: Exam Preparation
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