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Design for large-scale, high-performance queries using Snowflake's query processing engine to empower data consumers with timely, comprehensive, and secure access to data. This book also helps you protect your most valuable data assets using built-in security features such as end-to-end encryption for data at rest and in transit. It demonstrates key features in Snowflake and shows how to exploit those features to deliver a personalized experience to your customers. It also shows how to ingest the high volumes of both structured and unstructured data that are needed for game-changing business intelligence analysis. Mastering Snowflake Solutions starts with a refresher on Snowflake's unique architecture before getting into the advanced concepts that make Snowflake the market-leading product it is today. Progressing through each chapter, you will learn how to leverage storage, query processing, cloning, data sharing, and continuous data protection features. This approach allows for greater operational agility in responding to the needs of modern enterprises, for example in supporting agile development techniques via database cloning. The practical examples and in-depth background on theory in this book help you unleash the power of Snowflake in building a high-performance system with little to no administrative overhead. Your result from reading will be a deep understanding of Snowflake that enables taking full advantage of Snowflake's architecture to deliver value analytics insight to your business. What You Will LearnOptimize performance and costs associated with your use of the Snowflake data platformEnable data security to help in complying with consumer privacy regulations such as CCPA and GDPRShare data securely both inside your organization and with external partnersGain visibility to each interaction with your customers using continuous data feeds from SnowpipeBreak down data silos to gain complete visibility your business-critical processesTransform customer experience and product quality through real-time analyticsWho This Book Is forData engineers, scientists, and architects who have had some exposure to the Snowflake data platform or bring some experience from working with another relational database. This book is for those beginning to struggle with new challenges as their Snowflake environment begins to mature, becoming more complex with ever increasing amounts of data, users, and requirements. New problems require a new approach and this book aims to arm you with the practical knowledge required to take advantage of Snowflake's unique architecture to get the results you need.   

Unsure of how or where to get started with Azure API Management, Microsoft's managed service for securing, maintaining, and monitoring APIs?  Then this guide is for you.  Azure API Management integrates services like Azure Kubernetes Services (AKS), Function Apps, Logic Apps, and many others with the cloud and provides users with a single, unified, and well-structured facade in the cloud. Mastering Azure API Management is designed to help API developers and cloud engineers learn all aspects of Azure API Management, including security and compliance. It provides a pathway for getting started and learning valuable management and administration skills. You will learn what tools you need to publish a unified API faade towards backend services, independent of where and what they run on.You will begin with an overview of web APIs. You will learn about today's challenges and how a unified API management approach can help you address them. From there you'll dive into the key concepts of Azure API Management and be given  a practical view and approach of API development in the context of Azure API Management. You'll then review different ways of integrating Azure API Management into your enterprise architecture. From there, you will learn how to optimally maintain and administer Azure API Management to secure your APIs, and learn from them, gaining valuable insights through logging and monitoring.What You Will LearnDiscover the benefits of an enterprise API platformUnderstand the basic concepts of API management in the Microsoft cloudDevelop and publish your APIs in the context of Azure API ManagementOnboard users through the developer portalHelp your team or other developers to publish their APIs more efficientlyIntegrate Azure API Management securely into your enterprise architectureManage and maintain to secure your APIs and gain insightsWho This Book Is ForAPI developers, cloud engineers, and Microsoft Azure enthusiasts who want to deep dive into managing an API-centric enterprise architecture with Azure API Management. To get the most out of the book, the reader should have a good understanding of micro services and APIs. Basic coding skills, including some experience with PowerShell and Azure, are also beneficial. 

Broaden your developer experience by learning how to use gRPC and ASP.NET Core together on the Microsoft's developer framework, .NET 6 and discover a new way of developing APIs with gRPC.Beginning gRPC with ASP.NET Core 6 is your guide to quickly and efficiently getting down to the business of building gRPC applications in the Microsoft .NET ecosystem. Readers will dive in and build an application using gRPC and the latest technologies such Angular and ASP.NET Core Razor Pages. This book will teach you how to set up an efficient application using industry best practices such as security, monitoring, logging, and more. You will do this by performing Create, Read, Update, and Delete (CRUD) operations on a SQL Server database with Entity Framework Core. From there you will build web applications using Angular and ASP.NET Core Razor pages combined with gRPC APIs.After reading the book, you'll be able to take advantage of the full range of developer opportunities with gRPC, and come away with any understanding of which usage scenarios are best suited for your projects. And you will possess a solid understanding of the best way to build APIs with ASP.NET Core.What You Will Learn Discover the latest .NET 6 framework Benefit from a new way to design APIs Build modern web applications Migrate easily from WCF to gRPC Become comfortable with latest industry programming standards Who This Book Is ForProfessional developers who are interested in getting started with gRPC and want to learn how to use it to build applications in the .NET ecosystem.

Learn GUI application development from the ground up by building simple projects that teach the fundamentals of using PyQt6. This 2nd edition includes updated code, programs, and new chapters to get you started using the newest version.  Taking a practical approach, each chapter will gradually teach more advanced and diverse concepts to aid you in designing and customizing interesting and professional applications.You'll start by learning important concepts related to GUI development, and then jump right into building different and exciting projects in every chapter. Along the way, you'll discover new widgets, layouts, and other concepts that will help you to build better UIs. You'll also construct more elaborate GUIs, covering topics that include storing data using the clipboard, graphics and animation, support for SQL databases, multithreading applications, and building modern-looking interfaces. Using this knowledge, you'll be able to build a photo editor, games, a text editor, a working web browser, and an assortment of other GUIs. In the end, this book will guide you through the process of creating UIs to help you bring your own ideas to life.  Find out what you need to begin making your own applications with PyQt! What You'll LearnDevelop cross-platform UIs with PyQt and PythonUse PyQt's many widgets and apply them by building real applicationsBuild larger applications through a step-by-step approach and break the code into smaller chunks for deeper understandingWork with more complex applications in PyQt, covering SQL databases, multithreading, web browsers, and moreCreate modern-looking UIs with Qt Quick and QtQml using the latest version of PyQtWho This Book Is ForPython developers who are looking to begin creating user interfaces and want to utilize the latest version of PyQt to gets started. Having prior knowledge of PyQt or other Python UI toolkits is not necessary to begin using this book.

Manage and lead a team remotely by intertwining leadership principles with the many robust tools of Microsoft Teams. This book shows you how to utilize Microsoft Teams in an effective way to achieve your global team goals.Leading a team is a challenge, but leading a team in the zoom economy can make you stressed out and overworked. Peter Ward gives the reader a communication and organization centered approach for the dynamic, hardworking, successful employee who wants to step into a leadership role and vastly improve their organization with the aid of Microsoft Teams. Ward shares his own "e;rules"e; for successful leadership of teams and small companies, to scale at a steady pace, creating a culture of accountability and responsibility, with a remote workforce, not using venture capital, and applying minimal bureaucracy. Ward says teamwork, right hires, diversity, and work balance are equally important as profitability. Leadership in a Zoom Economy with Microsoft Teams is a portrait of a productive, sane, balanced life that is organized and filled with rich results.After reading this book, you will be able to extend your Microsoft Team capabilities to day-to-day leadership principles.What Will You LearnUse MS Teams to build trust in your remote or virtual workplace with teamsWork with Planner, Outlook, and Tasks within MS TeamsCoach, mentor, and develop your team when you are not in the exact locationLead a remote workforce effectivelyApply an entrepreneur mentality to remote teamsCreate a culture that is innovative and creative when you are a dispersed organizationWho This Book Is ForManagers who want to step into leadership, and leaders who want to raise their leadership game using Microsoft Teams as a technical tool.  

Build and manage large estates, and use the latest OpenSource management tools to breakdown a problems. This book is divided into 4 parts all focusing on the distinct aspects of Linux system administration. The book begins by reviewing the foundational blocks of Linux and can be used as a brief summary for new users to Linux and the OpenSource world. Moving on to Part 2 you'll start by delving into how practices have changed and how management tooling has evolved over the last decade. You'll explore new tools to improve the administration experience, estate management and its tools, along with automation and containers of Linux. Part 3 explains how to keep your platform healthy through monitoring, logging, and security. You'll also review advanced tooling and techniques designed to resolve technical issues. The final part explains troubleshooting and advanced administration techniques, and less known methods for resolving stubborn problems.With Linux System Administration for the 2020s you'll learn how to spend less time doing sysadmin work and more time on tasks that push the boundaries of your knowledge.  What You'll LearnExplore a shift in culture and redeploy rather than fix Improve administration skills by adopting modern toolingAvoid bad practices and rethink troubleshootingCreate a platform that requires less human intervention Who This Book Is ForEveryone from sysadmins, consultants, architects or hobbyists.

Get introduced to software verification and proving correctness using the Microsoft Research-backed programming language, Dafny.  While some other books on this topic are quite mathematically rigorous, this book will use as little mathematical symbols and rigor as possible, and explain every concept using plain English. It's the perfect primer for software programmers and developers with C# and other programming language skills.Writing correct software can be hard, so you'll learn the concept of computation and software verification. Then, apply these concepts and techniques to confidently write bug-free code that is easy to understand. Source code will be available throughout the book and freely available via GitHub.After reading and using this book you'll be able write correct, big free software source code applicable no matter which platform and programming language you use.  What You Will LearnDiscover the Microsoft Research-backed Dafny programming language Explore Hoare logic, imperative and functional programsWork with pre- and post-conditionsUse data types, pattern matching, and classesDive into verification examples for potential re-use for your own projectsWho This Book Is ForSoftware developers and programmers with at least prior, basic programming experience. No specific language needed.  It is also for those with very basic mathematical experience (function, variables).

Quickly find solutions to dozens of common programming problems encountered while building Java applications, with recipes presented in the popular problem-solution format. Look up the programming problem that you want to resolve. Read the solution. Apply the solution directly in your own code. Problem solved!Java 17 Recipes is updated to reflect changes in specification and implementation since the Java 9 edition of this book. Java 17 is the next long-term support release (LTS) of the core Java Standard Edition (SE) version 17 which also includes some of the features from previous short term support (STS) releases of Java 16 and previous versions.  This new edition covers of some of the newest features, APIs, and more such as pattern matching for switch, Restore Always-Strict-Floating-Point-Semantics, enhanced pseudo-random number generators, the vector API, sealed classes, and enhancements in the use of String. Source code for all recipes is available in a dedicated GitHub repository.This must-have reference belongs in your library.What You Will LearnLook up solutions to everyday problems involving Java SE 17 LTS and other recent releasesDevelop Java SE applications using the latest in Java SE technologyIncorporate Java major features introduced in versions 17, 16, and 15 into your codeWho This Book Is ForProgrammers and developers with some prior Java experience. 

Professional developers will produce leaner applications for the ASP.NET Core platform using the guidance in this best-selling book, now in its 9th edition and updated for ASP.NET Core for .NET 6. It contains detailed explanations of the ASP.NET Core platform and the application frameworks it supports. This cornerstone guide puts ASP.NET Core for .NET 6 into context and dives deep into the tools and techniques required to build modern, extensible web applications. New features and capabilities such as MVC, Razor Pages, Blazor Server, and Blazor WebAssembly are covered, along with demonstrations of how they are applied.ASP.NET Core for .NET 6 is the latest evolution of Microsoft's ASP.NET web platform and provides a "e;host-agnostic"e; framework and a high-productivity programming model that promotes cleaner code architecture, test-driven development, and powerful extensibility.Author Adam Freeman has thoroughly revised this market-leading book and explains how to get the most from ASP.NET Core for .NET 6. He starts with the nuts-and-bolts topics, teaching you about middleware components, built-in services, request model binding, and more. As you gain knowledge and confidence, he introduces increasingly more complex topics and advanced features, including endpoint routing and dependency injection. He goes in depth to give you the knowledge you need.This book follows the same format and style as the popular previous editions but brings everything up to date for the new ASP.NET Core for .NET 6 release and broadens the focus to include all of the ASP.NET Core platform. You will appreciate the fully worked case study of a functioning ASP.NET Core application that you can use as a template for your own projects.Source code for this book can be found at https://github.com/Apress/pro-asp.net-core-6.What You Will LearnExplore the entire ASP.NET Core platformApply the new ASP.NET Core for .NET 6 features in your developer environmentSee how to create RESTful web services, web applications, and client-side applicationsBuild on your existing knowledge to get up and running with new programming models quickly and effectivelyWho This Book Is ForWeb developers with a basic knowledge of web development and C# who want to incorporate the latest improvements and functionality in ASP.NET Core for .NET 6 into their own projects.

Master the basics of 3D modeling for art, architecture, and design by exploring Blender 3.0. This book explains modeling, materials, lighting, painting, and more with Blender and other external tools.You will configure a 3D architectural environment and set up the workflow of an art and design project within Blender. You will use Blender's main tools-mesh modeling and sculpting-to create virtual objects and environments. And, you will explore building materials and light scenes, followed by drawing and virtual painting. Chapters cover rendering scenes and transforming them into 2D images or videos. You will learn to use Blender 3.0 for video editing as a compositor and video sequence editor (VSE or sequencer) with a wide range of effects available through the nodal system.On completing this book, you will have the knowledge to create art, design, and architecture with this 3D modeler.What You Will LearnCreate objects and architectural buildings with different techniques of 3D modelingMaster creating an environment for your objects and how to light themDetermine how to create node materials and assign them to your Blender objectsPick up UV unwrapping and texture paintingGet closer to painting and drawing in BlenderRender your scenes and create stunning videosWho This Book Is ForArtists, designers, architects, and animation artists who want to learn Blender by tackling the challenges of building high-end computer graphics, art, design, and architecture. Ideal for readers with little-to-no experience with Blender as it starts with the basics and covers techniques to produce objects, materials, environments.

Increase productivity and lower the operating cost of your business by automating crucial business processes with the Raspberry Pi. After completing this book's projects you'll be able to determine the best way to quickly apply automation to existing systems and processes in your retail outlet with Raspberry Pi.   You'll start by composing ideas to transform your business, and then gain practical, accessible methods for executing them. Find real-world ways to implement tech solutions to accelerate the growth of your business, and navigate the ever-changing landscape of retail automation with this book. Then see what automation can and cannot do at the current level of technical progress for retail businesses. By comparing the efficiency of machines with manual labor, you'll be able to assess how open-source hardware performs in lowering operating costs and identify business components that can be improved with automation. Raspberry Pi Retail Applications features projects that are easy to dive into and will function readily in your day-to-day business right now.     What You'll LearnIdentify business components that can be improved with automation  Combine the existing array of Raspberry Pi hardware options to build customized solutions  Implement tech ideas in a practical retail environment to reduce cost and streamline your business processes  Who This Book Is ForSmall and medium business owners or technology officers looking for solutions to increase efficiency, lower operating costs, and drive up profits for their retail companies with automation. Familiarity with open-source hardware and programming skills is helpful, but not necessary.  

Building applications for Kubernetes is both a challenge and an opportunity-a challenge because the options and complexity to develop for Kubernetes are evolving rapidly, an opportunity because, if done right, your applications will go into production quicker, scale easier, and run smoother.This book outlines the impact of Containers and Kubernetes on modern software development and discusses the application frameworks to pick from, how to design an application, and how to develop for and on Kubernetes. You are guided through the application life cycle: development, build, and deployment into the runtime phase. In each phase, you see how it ties to Kubernetes and how to leverage its manifold capabilities. Applications will be more lightweight, easier to maintain, and simpler to operate by just focusing on the business logic.This book provides a strong technical foundation in modern software development and operations. Practical examples show you how to apply the concepts and teach you the full potential of Kubernetes. What You Will LearnGet hands-on experience developing, building, and deploying software to KubernetesDevelop your software to get the best out of KubernetesFocus on business logic while leveraging Kubernetes servicesDesign application components of different granularity from application server-based services to lightweight servicesAutomate deployments and Day 2 operationsWho This Book Is ForDevelopers who want to close the gap between development and the production environment in order to gain high delivery performance in terms of throughput and stability. This book also targets application operations and DevOps engineers.

This handy reference book detailing the intricacies of R covers version 4.x features, including numerous and significant changes to syntax, strings, reference counting, grid units, and more.Starting with the basic structure of R, the book takes you on a journey through the terminology used in R and the syntax required to make R work. You will find looking up the correct form for an expression quick and easy. Some of the new material includes information on RStudio, S4 syntax, working with character strings, and an example using the Twitter API.With a copy of the R 4 Quick Syntax Reference in hand, you will find that you are able to use the multitude of functions available in R and are even able to write your own functions to explore and analyze data.What You Will LearnDiscover the modes and classes of R objects and how to use themUse both packaged and user-created functions in R Import/export data and create new data objects in RCreate descriptive functions and manipulate objects in RTake advantage of flow control and conditional statementsWork with packages such as base, stats, and graphicsWho This Book Is ForThose with programming experience, either new to R, or those with at least some exposure to R but who are new to the latest version.

Learn the fundamentals of x86 Single instruction multiple data (SIMD) programming using C++ intrinsic functions and x86-64 assembly language. This book emphasizes x86 SIMD programming topics and technologies that are relevant to modern software development in applications which can exploit data level parallelism, important for the processing of big data, large batches of data and related important in data science and much more.Modern Parallel Programming with C++ and Assembly Language is an instructional text that explains x86 SIMD programming using both C++ and assembly language. The book's content and organization are designed to help you quickly understand and exploit the SIMD capabilities of x86 processors. It also contains an abundance of source code that is structured to accelerate learning and comprehension of essential SIMD programming concepts and algorithms. After reading this book, you will be able to code performance-optimized AVX, AVX2, and AVX-512 algorithms using either C++ intrinsic functions or x86-64 assembly language. What You Will LearnUnderstand the essential details about x86 SIMD architectures and instruction sets including AVX, AVX2, and AVX-512.Master x86 SIMD data types, arithmetic instructions, and data management operations using both integer and floating-point operands.Code performance-enhancing functions and algorithms that fully exploit the SIMD capabilities of a modern x86 processor.Employ C++ intrinsic functions and x86-64 assembly language code to carry out arithmetic calculations using common programming constructs including arrays, matrices, and user-defined data structures.Harness the x86 SIMD instruction sets to significantly accelerate the performance of computationally intense algorithms in applications such as machine learning, image processing, computer graphics, statistics, and matrix arithmetic.Apply leading-edge coding strategies and techniques to optimally exploit the x86 SIMD instruction sets for maximum possible performance.  Who This Book Is ForIntermediate to advanced programmers/developers in general. Readers of this book should have previous programming experience with modern C++ (i.e., ANSI C++11 or later) and Assembly. Some familiarity with Microsoft's Visual Studio or the GNU toolchain will be helpful. The target audience for Modern X86 SIMD Programming are experienced software developers, programmers and maybe some hobbyists.

In order to deploy and use Microsoft Certificate Services, you need to understand the fundamentals of cryptography, digital signatures, encryption, TLS, and S/MIME. It is also important to understand the concepts behind public key infrastructure (PKI). This book teaches you all the required background knowledge you need. Then it takes you deeper, step by step, teaching you how to deploy Certificate Services and configure it to issue various digital certificate types, complete with examples of using these certificates with IIS, Outlook, and Windows.Microsoft-based networks-on-premises, hybrid, and cloud-based networks-are used in companies of all sizes. Within them, there are many applications of digital certificates that can be created and managed by Microsoft Certificate Services. As security is more important than ever, and cryptography and PKI are fundamental to so many of these defenses, understanding Microsoft Certificate Services is becoming an increasingly more desirable skill. Most IT workers don't realize the many uses and purposes of Certificate Services, especially within a corporate or government agency network, and how tightly integrated they are with the Microsoft Windows Domain style of networks and Active Directory (on-premises or cloud-based, including Azure, AWS, and Google Cloud Services). This book will teach you the gamut.You will appreciate the learning approach presented in the book, beginning with the basics (cryptographic primitives such as encryption and message digests), getting into combinations of primitives to accomplish specific things (such as digital signatures and envelopes), and then trying real-word systems based on digital certificates and PKI (such as TLS, S/MIME secure email, cryptographic authentication, and more). The book wraps it all up and teaches you how to deploy Certificate Services and issue the various types of certificates, including how they are used. What You Will LearnUnderstand basic cryptography (symmetric and asymmetric key encryption, message digests, and digital signatures and envelopes)Know how TLS, S/MIME, and cryptographic authentication workDiscover applications of cryptography related to secure servers with TLS and cryptographic (passwordless) authentication to online services including Windows and secure emailGet to know the common types of digital certificates, how to create and manage them, and examples of their use with IIS, Outlook, etc. Who This Book Is ForMicrosoft system and network engineers, security engineers, and CISOs. Readers should have familiarity with Windows Server 2019 (or more recent) and Active Directory.

Equip yourself to navigate organizational politics in the world of software development. This book will help you understand the power dynamics at work between competing stakeholders with conflicting goals in projects and organizations. Politics in Software Development consists of three main parts. Author Peter Wendorff begins by defining key concepts in organizational politics. He then moves on to software development processes and investigates how their design reflects stakeholder interests. In the final part, he highlights the role of political skill in software development and provides an overview of tactics that stakeholders frequently use.There is widespread competition within organizations for rewards, recognition, status, and power. It gives rise to political behavior of stakeholders, which is generally seen as a problem. This negative view of organizational politics tends to overlook its positive functions. For example, it can also be thought of as an arena where stakeholders with conflicting goals can argue, persuade, negotiate, bargain, and cooperate to address conflicts. Political conflict resolution regularly happens in organizations in an entirely civilized manner. It helps find agreements that reconcile differences in a constructive way, and it is needed because stakeholder conflicts are simply a natural aspect of organizations. While there is much literature about organizational politics, very few authors consider the specifics of software development. This book addresses both subjects and is written for an audience interested in a political perspective on software development.What You'll LearnRecognize and understand political activities in organizationsUnderstand what software processes have to do with stakeholder power and interestsAcquire fundamental political skills for dealing with politics in software developmentWho This Book Is ForProject managers, lead developers, team leaders, team coaches, product owners, business analysts, developers, and other software professionals. This book is also suitable for students in software engineering.

Develop UI-heavy applications more easily, faster, and error-free. Based on several enhancements to the Swift language, SwiftUI takes a declarative approach to building UIs. Instead of imperatively coding the UI, this book will show you how to describe how you want your UI to look. SwiftUI treats the UI as a function of its state, thereby making managing your app's state a lot easier. Change the underlying data model to redraw all parts of the UI that are connected to that particular slice of data. Likewise, easily update the underlying data model from the UI elements your data model is connected to. Combine is Apple's Functional Reactive Programming framework. It complements SwiftUI and other frameworks, such as the networking APIs, in a natural way. Using Combine, you can subscribe to events and describe data processing in a way that is free of side effects. This allows for an easier implementation of event-driven applications.Using SwiftUI and Combine build more error-free apps in a shorter amount of time, targeting all of Apple's platforms (iOS, iPadOS, watchOS, macOS, tvOS) with little to no overhead.By the end of the book you will have a solid understanding for architecting and implementing UI-heavy apps in a declarative and functional reactive way using SwiftUI, Combine, and async/await. You will:- Build simple and gradually more complex UIs in SwiftUI - Understand SwiftUI's state management system- Work with Combine and Swift's new async/await APIs to access the network and access other asynchronous APIs- Architect and structure modern applications on Apple platforms using SwiftUI, Combine, and async/await

Use this practical guide to understand the concepts behind Intelligent Multi-modal Security Systems (IMSS) and how to implement security within an IMSS system to improve the robustness of the devices and of the end-to-end solution.There are nearly half a million active IMSS cameras globally, with over 100 million added annually. These cameras are used across enterprises (companies, traffic monitoring, driver enforcement, etc.), in peoples' homes, on mobile devices (drones, on-vehicle, etc.), and are worn on the body.IMSS systems with a camera and network video recorder for storage are becoming the normal infrastructure for capturing, storing, and transmitting video content (sometimes up to 100 streams) in a secure manner and while protecting privacy.Military, aerospace, and government entities are also embracing digital security and surveillance. IMSS content serves as evidence in courts of law.Security within all of these types of IMSS systems needs to be bolstered by leveraging Intel hardware and software as the last line of defense, and this book provides you with best practices and solutions for maximizing security in your system implementation.What You Will LearnReview the relevant technologies in a surveillance systemDefine and dissect the data pipeline with a focus on key criteria and understand the mapping of this pipeline to Intel hardware blocksOptimize the partition and future-proof it with security and manageabilityUnderstand threat modeling terminology, the assets pertinent to DSS, and emerging threats, and learn how to mitigate these threats using Intel hardware and softwareUnderstand the unique risks and threats to the intelligence in IMSS (machine learning training and inferencing, regulations, and standards) and explore the solution space for mitigations to these threatsSample applications illustrate how to design in security for several types of IMSS.-Explore ways to keep both yourself and your systems up to date in a rapidly changing technology and threat environmentWho This Book Is ForSurveillance system designers, integrators, and consultants; professional systems, hardware, and software designers who design, recommend, or integrate surveillance systems; security system integrators; video analytics engineers; agencies that write RFPs and/or RFIs; government, police, and security agencies; and corporate security divisions

Design and analyze electronic components and systems with the help of powerful software and effective skillsets. Balancing theory with practical exploration of the relevant software, you'll start solving power electronics problems like a pro. Using MATLAB®/Simulink®, you'll analyze the circuit in a laptop charger; interface with the power electronics converter controlling a washing machine's motor; turn on lamps with an electronic ballast; convert AC into DC power; and more!Power electronics are at the bedrock of all the wonderful devices simplifying our daily life. Designing them isn't just about understanding schematics. It also requires measuring twice and cutting once. In order to save time and money, a power electronics circuit must be simulated before construction. So you'll learn how to work with one of the most powerful simulation tools for this purpose. That way you'll know before you even go to make it whether the circuit works as expected. Learnto work with MATLAB®/Simulink® by directly applying and building the projects in this book. Or use it as a lab manual for power electronics and industrial electronics. Either way, using strong simulations and solid design theory, you'll be able to build power electronics that don't fail. What You'll LearnSimulate power electronics effectively before building themSelect suitable semiconductor components for your circuit based on simulation waveformsExtract dynamic models of converters and design suitable controllers for themWho This Book Is ForEngineers and students who want to simulate power electronics circuits in MATLAB®/Simulink®.

Welcome to your in-depth professional guide to the open source Eclipse Jakarta EE 10 platform. This book will help you build more complex native enterprise Java-based cloud and other applications that can run in corporate and other mission-critical settings. The majority of the key Jakarta EE 10 APIs or features are dissected in this book, including JSF, JSP, JPA, CDI, REST, Microprofiles, WebSockets, and many more. Along the way, various open source Apache, Eclipse, and other projects are integrated and used for more complete workflows and treatment in general. Jakarta EE 10 comes with a significant number of improvements over Java EE 9 technologies and adopts a series of new technologies. This book starts out with a concise development procedure proposal and shows NetBeans as an alternative IDE to Eclipse. It also talks about versioning, software repositories, and continuous integration techniques. The web tier of enterprise application architectures is covered, including state-of-the-art techniques such as web sockets and front end (JavaScript) related frameworks.The book presents a survey of architecture-related advanced topics, including micro profiles. In a supporting technologies chapter, JSON and XML processing methods are revisited and deepened, and the usage of scripting engines is introduced. A resources chapter discusses enterprise resource integration, such as resource adapters and Hibernate as a mapper between the SQL and the Java world. Also covered is the usage of no-SQL databases. A security chapter shows advanced security enhancement techniques for use of Jakarta EE in corporate environments. The last chapter talks about advanced logging and monitoring techniques, serving both developers and operations staff.What You Will LearnBuild complex Jakarta EE applications that run in corporate or other enterprise settingsCreate a professional development workflow using Jakarta EEBuild more advanced web development applicationsWork with more advanced supporting technologies to increase application maturity and stability in a corporate environment Do enterprise resource integration, including custom resource adaptersUtilize security enhancements of enterprise-level Jakarta EE applicationsLeverage techniques to monitor and log in a corporate environment, including memory usage and performance troubleshootingWho This Book is ForExperienced Java programmers and web developers, especially those with some prior experience with the Java EE platform

Angular 5 updates for this book are now available. Follow the Download source code link for this book on the Apress website.Get the most from Angular 2, the leading framework for building dynamic JavaScript applications. Best-selling author Adam Freeman begins by describing the MVC pattern and the benefits it can offer and then shows you how to use Angular in your projects, starting from the nuts-and-bolts and building up to the most advanced and sophisticated features, going in-depth to give you the knowledge you need.Each topic is covered clearly and concisely and is packed with the details you need to learn to be truly effective. The most important features are given a no-nonsense in-depth treatment and chapters include common problems and details of how to avoid them.What you'll learnGain a solid architectural understanding of the MVC PatternLearn how to create rich and dynamic web app clients using Angular 2Learn how to extend and customize Angular 2Learn how to test your Angular 2 projectsWho this book is forWeb developers with a foundation knowledge of HTML and JavaScript who want to create rich client-side applications.

Rapidly prototype and program new IoT and Edge solutions using low-cost Maker tech, such as those from Arduino, Raspberry Pi and Nvidia. With a focus on the electronics, this book allows experienced computer science students as well as researchers, practitioners, and even hobbyists to dive right into actual engineering of prototypes and not just theoretical programming and algorithms. You'll learn to interface sensors, work with various communication mediums, incorporate wired and wireless communication protocols, and more with these single board computers. All while working in the popular Python programming language. Additionally, yoüll discover both scripting-based and drag and drop solutions for different problems. As well as a variety of useful, data gathering approaches. Then you can apply what yoüve learned to IoT projects and troubleshooting Industry 4.0 problems. The rapid growth of technology and new development initiatives has made the Internet of Things and Edge analytics an inevitable platform in all engineering domains. The need for sophisticated and ambient environments controlled by tech has resulted in an exponential growth of automation and artificial intelligence. Internet of Things Using Single Board Computers reflects these recent developments while providing a low-cost, easy ramp into the fields of IoT using single board computers and Python programming. What You'll LearnProgram Arduino, Raspberry Pi, and Nvidia boards for rapid prototyping in IoT and Edge environmentsInterface sensors, communication mediums, and wired and wireless communications into your programs and projects.Study practical applications of these low-cost solutions in fields such as home automation, smart cities, electrical vehicle charging, and more.Who This Book is ForEngineers and hobbyists working on Internet of Things prototypes and applications. Basic skills in electronics and a working knowledge of Python are recommended. Engineers and scientists working on smart environment projects and smart city applications will also benefit.

Gain a broad foundation of advanced data analytics concepts and discover the recent revolution in databases such as Neo4j, Elasticsearch, and MongoDB. This book discusses how to implement ETL techniques including topical crawling, which is applied in domains such as high-frequency algorithmic trading and goal-oriented dialog systems. You'll also see examples of machine learning concepts such as semi-supervised learning, deep learning, and NLP. Advanced Data Analytics Using Python also covers important traditional data analysis techniques such as time series and principal component analysis. After reading this book you will have experience of every technical aspect of an analytics project. You'll get to know the concepts using Python code, giving you samples to use in your own projects.What You Will LearnWork with data analysis techniques such as classification, clustering, regression, and forecastingHandle structured and unstructured data, ETL techniques, and different kinds of databases such as Neo4j, Elasticsearch, MongoDB, and MySQLExamine the different big data frameworks, including Hadoop and SparkDiscover advanced machine learning concepts such as semi-supervised learning, deep learning, and NLPWho This Book Is ForData scientists and software developers interested in the field of data analytics.

User level: Beg-Int

Design and implement a modern data lakehouse on the Azure Data Platform using Delta Lake, Apache Spark, Azure Databricks, Azure Synapse Analytics, and Snowflake. This book teaches you the intricate details of the Data Lakehouse Paradigm and how to efficiently design a cloud-based data lakehouse using highly performant and cutting-edge Apache Spark capabilities using Azure Databricks, Azure Synapse Analytics, and Snowflake. You will learn to write efficient PySpark code for batch and streaming ELT jobs on Azure. And you will follow along with practical, scenario-based examples showing how to apply the capabilities of Delta Lake and Apache Spark to optimize performance, and secure, share, and manage a high volume, high velocity, and high variety of data in your lakehouse with ease.The patterns of success that you acquire from reading this book will help you hone your skills to build high-performing and scalable ACID-compliant lakehouses using flexible and cost-efficient decoupled storage and compute capabilities. Extensive coverage of Delta Lake ensures that you are aware of and can benefit from all that this new, open source storage layer can offer. In addition to the deep examples on Databricks in the book, there is coverage of alternative platforms such as Synapse Analytics and Snowflake so that you can make the right platform choice for your needs.After reading this book, you will be able to implement Delta Lake capabilities, including Schema Evolution, Change Feed, Live Tables, Sharing, and Clones to enable better business intelligence and advanced analytics on your data within the Azure Data Platform.What You Will LearnImplement the Data Lakehouse Paradigm on Microsoft¿s Azure cloud platformBenefit from the new Delta Lake open-source storage layer for data lakehouses Take advantage of schema evolution, change feeds, live tables, and moreWritefunctional PySpark code for data lakehouse ELT jobsOptimize Apache Spark performance through partitioning, indexing, and other tuning optionsChoose between alternatives such as Databricks, Synapse Analytics, and SnowflakeWho This Book Is ForData, analytics, and AI professionals at all levels, including data architect and data engineer practitioners. Also for data professionals seeking patterns of success by which to remain relevant as they learn to build scalable data lakehouses for their organizations and customers who are migrating into the modern Azure Data Platform.

Take advantage of PHP 8's powerful features to create basic web applications, solve code tests (required for most job interviews nowadays), and begin moving towards more advanced PHP concepts. This book provides an introduction to PHP 8, including modules, attributes, JIT compiler, and union types, as well as related frameworks such as Symfony.You will explore fundamental PHP concepts through both practical and hands-on examples. You'll not only gain a solid understanding of PHP fundamentals, but will also be prepared to handle new concepts and technologies as they emerge.After working through the book and its associated demo code, you will be able to build your first basic web application.What You Will LearnDevelop web applications with PHP 8Use Vagrant, Docker, JSON API and moreWork with data, form data, arrays, objections, exceptions, regex, and moreUtilize PHP frameworks like Laravel and SymfonyWho This Book Is ForThose new to PHP 8 or PHP in general. Some prior experience in web development and DB handling is recommended.

Write your own Digital Image Processing programs with the use of pillow, scipy.ndimage and matplotlib in Python 3 with Raspberry Pi 3 as the hardware platform, including interfacing Raspberry Pi with image sensors. Master the use of the Pi camera and webcam. This quick-start guide gives working code examples and exercises.