SELinux Cookbook. Over 70 hands-on recipes to develop fully functional policies to confine your applications and users using SELinux

Sven Vermeulen

Data Lake Development with Big Data. Explore architectural approaches to building Data Lakes that ingest, index, manage, and analyze massive amounts of data using Big Data technologies

Pradeep Pasupuleti, Beulah Salome Purra

A Data Lake is a highly scalable platform for storing huge volumes of multistructured data from disparate sources with centralized data management services. This book explores the potential of Data Lakes and explores architectural approaches to building data lakes that ingest, index, manage, and analyze massive amounts of data using batch and real-time processing frameworks. It guides you on how to go about building a Data Lake that is managed by Hadoop and accessed as required by other Big Data applications.This book will guide readers (using best practices) in developing Data Lake's capabilities. It will focus on architect data governance, security, data quality, data lineage tracking, metadata management, and semantic data tagging. By the end of this book, you will have a good understanding of building a Data Lake for Big Data.

Enterprise GENERATIVE AI Well-Architected Framework & Patterns. An Architect's Real-life Guide to Adopting Generative AI in Enterprises at Scale

Suvoraj Biswas

The course begins with an insightful introduction to the burgeoning field of Generative AI, laying down a robust framework for understanding its applications within the AWS ecosystem.The course focuses on meticulously detailing the five pillars of the AWS Well-Architected Framework—Operational Excellence, Security, Compliance, Reliability, and Cost Optimization. Each module is crafted to provide you with a comprehensive understanding of these essential areas, integrating Generative AI technologies. You'll learn how to navigate the complexities of securing AI systems, ensuring they comply with legal and regulatory standards, and designing them for unparalleled reliability. Practical sessions on cost optimization strategies for AI projects will empower you to deliver value without compromising on performance or scalability. Furthermore, the course delves into System Architecture Excellence, emphasizing the importance of robust design principles in creating effective Generative AI solutions.The course wraps up by offering a forward-looking perspective on the Common Architectural Pattern for FM/LLM Integration & Adoption within the AWS framework. You'll gain hands-on experience with AWS solutions specifically tailored for Generative AI applications, including Lambda, API Gateway, and DynamoDB, among others.

Mockito Essentials. A practical guide to get you up and running with unit testing using Mockito

Sujoy Acharya

Machine Learning Automation with TPOT. Build, validate, and deploy fully automated machine learning models with Python

Dario Radečić

The automation of machine learning tasks allows developers more time to focus on the usability and reactivity of the software powered by machine learning models. TPOT is a Python automated machine learning tool used for optimizing machine learning pipelines using genetic programming. Automating machine learning with TPOT enables individuals and companies to develop production-ready machine learning models cheaper and faster than with traditional methods.With this practical guide to AutoML, developers working with Python on machine learning tasks will be able to put their knowledge to work and become productive quickly. You'll adopt a hands-on approach to learning the implementation of AutoML and associated methodologies. Complete with step-by-step explanations of essential concepts, practical examples, and self-assessment questions, this book will show you how to build automated classification and regression models and compare their performance to custom-built models. As you advance, you'll also develop state-of-the-art models using only a couple of lines of code and see how those models outperform all of your previous models on the same datasets.By the end of this book, you'll have gained the confidence to implement AutoML techniques in your organization on a production level.

Xamarin 4 By Example. Build impressive mobile applications with Xamarin Studio 6

Matteo Bortolu, Engin Polat, Mark Radacz

The mobile app market is increasing exponentially every year. Xamarin Studio with its modern and powerful IDEs makes creating applications a lot easier by simplifying the development process. Xamarin will allow you and your team to create native applications by taking advantage of one of the most evolved programming language in the world: C#.This book will provide you with the basic skills you need to start developing mobile apps using C# and Xamarin. By working through the examples in each chapter, you will gain hands-on experience of creating a complete app that is fully functional by all means. Finally, you will learn to publish the app you created on the app market. Each project in this book will take you one step closer to becoming a professional app developer.

Cloud Auditing Best Practices. Perform Security and IT Audits across AWS, Azure, and GCP by building effective cloud auditing plans

Shinesa Cambric, Michael Ratemo

As more and more companies are moving to cloud and multi-cloud environments, being able to assess the compliance of these environments properly is becoming more important. But in this fast-moving domain, getting the most up-to-date information is a challenge—so where do you turn?Cloud Auditing Best Practices has all the information you’ll need. With an explanation of the fundamental concepts and hands-on walk-throughs of the three big cloud players, this book will get you up to speed with cloud auditing before you know it.After a quick introduction to cloud architecture and an understanding of the importance of performing cloud control assessments, you’ll quickly get to grips with navigating AWS, Azure, and GCP cloud environments. As you explore the vital role an IT auditor plays in any company’s network, you'll learn how to successfully build cloud IT auditing programs, including using standard tools such as Terraform, Azure Automation, AWS Policy Sentry, and many more.You’ll also get plenty of tips and tricks for preparing an effective and advanced audit and understanding how to monitor and assess cloud environments using standard tools.By the end of this book, you will be able to confidently apply and assess security controls for AWS, Azure, and GCP, allowing you to independently and effectively confirm compliance in the cloud.

Source SDK Game Development Essentials. Develop engaging and immersive mods with Source SDK

Brett Joseph Bernier, Brett Bernier

Oracle Database 11gR2 Performance Tuning Cookbook. Shifting your Oracle Database into top gear takes a lot of know-how and fine-tuning ability. The 80+ recipes in this Cookbook will give you those skills along with the ability to troubleshoot if things starts running slowly

Ciro Fiorillo

Oracle's Database offers great performance, scalability, and many features for DBAs and developers. Due to a wide choice of technologies, successful applications are good candidates to run into performance issues and when a problem arises it's very difficult to identify the cause and the right solution to the problem.The Oracle Database 11g R2 Performance Tuning Cookbook helps DBAs and developers to understand every aspect of Oracle Database that can affect performance. You will be guided through implementing the correct solution in a proactive way before problems arise, and how to diagnose issues on your Oracle database-based solutions.This fast-paced book offers solutions starting from application design and development, through the implementation of well-performing applications, to the details of deployment and delivering best-performance databases.With this book you will quickly learn to apply the right methodology to tune the performance of an Oracle Database, and to optimize application design and SQL and PL/SQL code. By following the real-world examples you will see how to store your data in correct structures and access and manipulate them at a lightning speed. You will learn to speed up sort operations, hack the optimizer and the data loading process, and diagnose and tune memory, I/O, and contention issues.The purpose of this cookbook is to provide concise recipes, which will help you to build and maintain a very high-speed Oracle Database environment.

Community Server Quickly. A Concise and Practical Guide to Installation, Administration, and Customization

Anand Narayanaswamy

Community Server is Telligent System's award-winning solution for quickly and easily enabling online communities. It includes a suite of integrated applications, such as blogs, discussion forums, photo sharing, file sharing, email lists, newsgroups, and more, which together can help you create your community presence. Community Server is the trusted solution for many organizations ranging from Microsoft and Dell to Conde Nast and Match.com, and powers massive communities like the Microsoft ASP.NET forums (www.asp.net/forums) and the XBOX forums (forums.xbox.com). You can learn more about Community Server, and see it in action, at http://www.communityserver.org.Written in a clear and concise manner, this book will guide you through the installation, administration, customization, and deployment of a Community Server solution. With the help of this book you will be able to start using your Community Server site within minutes of its installation. The book kicks off with a brief overview of Community Server, its various editions and licensing options, and installation procedures and then delves deep into the creation and management of blogs, forums, photo galleries, file galleries, and more.The book also explores the different ways you can customize your Community Server site along with coverage of various add-ons and modules. You will also learn how to manage your Community Server license and other related settings. Towards the end, the book provides an overview of the various steps required to deploy Community Server to a hosting server.

Becoming a Dynamics 365 Supply Chain Management Functional Consultant Associate. Optimize and streamline supply chain management processes to improve outcomes and reduce costs

Juan Bravo Vargas, Mariano Martínez Melo, Tommy Skaue

Meeting delivery commitments has become increasingly challenging due to evolving demands and fluctuating material availability. As a result, establishing robust systems and processes that can adapt to this dynamic environment has become a necessity. With Becoming a Dynamics 365 Supply Chain Management Functional Consultant Associate, you’ll understand how to initiate and implement effective supply chain management processes.This book begins with an overview of the processes and modules within Dynamics 365 and then delves into real-life case studies involving procurement, sales, and quality assurance. You’ll explore more advanced tools and core processes, such as warehouse and transportation management, which allows you to define storage flows and shipping controls. You’ll also learn about the various tools available to define solutions and discover how to work within the Dynamics 365 Supply Chain Management platform. The last set of chapters will take you through the planning techniques and considerations to schedule and control all supply process flows seamlessly.By the end of this book, you’ll not only be well-prepared to obtain your certification as a Microsoft Dynamics 365 Supply Chain Management Functional Consultant Associate but also be equipped to solidify your expertise and pursue exciting career opportunities.

Microsoft SharePoint 2010 Developer's Compendium: The Best of Packt for Extending SharePoint. Build an engaging SharePoint site with Visual Studio, Silverlight, PowerShell and Windows 7 Phone with this book and e-book

Series Editor: Carl Jones, Balaji Kithiganahalli, Mike Oryszak, Yaroslav Pentsarskyy, ...

The SharePoint platform is ideal for developers looking to build exciting solutions, and SharePoint 2010 is more equipped than ever for the task. While plenty of SharePoint titles will help you understand general SharePoint development techniques or spend time focusing on one method or tool, Microsoft SharePoint 2010 Developer's Compendium: The Best of Packt for Extending SharePoint offers you the option of using four different tools and platforms to achieve exceptional end user experience.This book fills the gap for a comprehensive SharePoint title which describes the end goal of a SharePoint developer. So often books focus on development techniques for one tool; this will get you on your way to developing a good business website with a great user experience, however, you choose to get there, be it using PowerShell, Visual Studio, Silverlight, Windows 7 Phone, or a combination of all four.Microsoft SharePoint 2010 Developer's Compendium: The Best of Packt for Extending SharePoint draws from five separate titles from Packt's existing collection of excellent SharePoint titles:Microsoft SharePoint 2010 and Windows PowerShell 2.0: Expert Cookbook Microsoft Silverlight 4 and SharePoint 2010 IntegrationMicrosoft SharePoint 2010 Development with Visual Studio 2010 Expert CookbookMicrosoft SharePoint 2010 Enterprise Applications on Windows Phone 7Microsoft SharePoint 2010 Business Application Development BlueprintsMicrosoft SharePoint 2010 Developer's Compendium: The Best of Packt for Extending SharePoint is an exciting mash-up of five existing Packt SharePoint titles for extending development techniques.It begins with two never before seen Packt chapters from an exciting new title, giving you a quick overview of the options available for extending SharePoint. It then moves on quickly to building a community site and discusses PowerShell scripting, as well as integrating Silverlight animations and helping you get to grips with SharePoint development on Windows Phone.With this book in hand you won't just find techniques for one development tool, you'll learn how to reach your end goal of developing a site with great user experience using a number of options at your fingertips.

TIBCO Spotfire: A Comprehensive Primer. Building enterprise-grade data analytics and visualization solutions - Second Edition

Andrew Berridge, Michael Phillips

The need for agile business intelligence (BI) is growing daily, and TIBCO Spotfire® combines self-service features with essential enterprise governance and scaling capabilities to provide best-practice analytics solutions. Spotfire is easy and intuitive to use and is a rewarding environment for all BI users and analytics developers.Starting with data and visualization concepts, this book takes you on a journey through increasingly advanced topics to help you work toward becoming a professional analytics solution provider. Examples of analyzing real-world data are used to illustrate how to work with Spotfire. Once you've covered the AI-driven recommendations engine, you'll move on to understanding Spotfire's rich suite of visualizations and when, why and how you should use each of them. In later chapters, you'll work with location analytics, advanced analytics using TIBCO Enterprise Runtime for R®, how to decide whether to use in-database or in-memory analytics, and how to work with streaming (live) data in Spotfire. You'll also explore key product integrations that significantly enhance Spotfire's capabilities.This book will enable you to exploit the advantages of the Spotfire serve topology and learn how to make practical use of scheduling and routing rules.By the end of this book, you will have learned how to build and use powerful analytics dashboards and applications, perform spatial analytics, and be able to administer your Spotfire environment efficiently

Magento 2 - Build World-Class online stores. Create rich and compelling solutions for Magento 2 by developing and implementing solutions, themes, and extensions

Fernando J Miguel, Ray Bogman, Vladimir Kerkhoff, Bret Williams, ...

Magento is the leading e-commerce software trusted by world`s leading organizations. Used by thousands of merchants for their transactions worth billions, it provides the flexibility to customize the content and functionality of your website. Our Magento Course will help you gain knowledge and skills that are required to design & develop world class online stores.Magento 2 Development Essentials - This book begins by setting up Magento 2 before gradually moving onto setting the basic options of the Sell System. You will learn Search Engine Optimization aspects, create design and customize theme layout, and adjust the Magento System to achieve great performance.Magento 2 Cookbook – This book is divided into several recipes, which show you which steps to take to complete a specific action. It will cover configuring your categories and products, performance tuning, creating a theme, developing a module etc. At the end of this book, you will gain the knowledge to start building a success website.Mastering Magento 2 - This is a comprehensive guide to using the all new features and interface of Magento 2 to build, extend, and design online stores. This book is your roadmap to managing your Magento store which teaches advanced and successful techniques. Focusing on Magento's Community version, this book offers you advanced guidance on managing, optimizing, and extending your store while taking advantage of the new features of Magento 2.This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products• Magento 2 Development Essentials by Fernando J. Miguel • Magento 2 Cookbook by Ray Bogman and Vladimir Kerkhoff• Mastering Magento 2 by Bret Williams and Jonathan Bownds

Taking Flutter to the Web. Learn how to build cross-platform UIs for web and mobile platforms using Flutter for Web

Damodar Lohani

Using a shared codebase in addition to an extensive range of tools in the Flutter ecosystem optimized for browsers, the Flutter framework has expanded to enable you to bring your mobile apps to the web. You’ll find out how web developers can leverage the Flutter framework for web apps with this hands-on guide.Taking Flutter to the Web will help you learn all about the Flutter ecosystem by covering the tools and project structure that allows you to easily integrate Flutter into your web stack. You’ll understand the concepts of cross-platform UI development and how they can be applied to web platforms. As you explore Flutter on the web, you'll become well-versed with using Flutter as an alternative UI platform for building adaptive and responsive designs for web apps.By the end of this Flutter book, you'll have built and deployed a complete Flutter app for the web and have a roadmap ready to target the web for your existing Flutter mobile apps.

API Testing and Development with Postman. API creation, testing, debugging, and management made easy - Second Edition

Dave Westerveld

Postman is an invaluable tool for exploration and testing of web APIs and helping testers and developers figure out how an API works. With Postman, you can create effective test automation for any APIs, and this guide will help you unleash its full potential.API Testing and Development with Postman is an invaluable resource for anyone who wants to create a good quality API, but isn't sure how to go about it. This guide will help you unleash the full potential of Postman’s test automation capabilities.A combination of theory coupled with real-world examples will help you learn how to use Postman to create well-designed, documented, and tested APIs. After you’ve familiarized yourself with the theory, you’ll move on to hands-on projects that will teach you how to add test automation to an existing API. You’ll also learn some of the new and powerful features that Postman has that can help you avoid introducing bugs.This second, fully updated edition features new chapters on workflow testing, creating and using mock servers, API security testing, and performance testing. The new and expanded information in this edition will help you future-proof your APIs.By the end of this book, you'll be able to use Postman to set up and run API tests for any API that you are working with.

Industrial Digital Transformation. Accelerate digital transformation with business optimization, AI, and Industry 4.0

Shyam Varan Nath, Ann Dunkin, Mahesh Chowdhary, Nital Patel

Digital transformation requires the ability to identify opportunities across industries and apply the right technologies and tools to achieve results. This book is divided into two parts with the first covering what digital transformation is and why it is important. The second part focuses on how digital transformation works.After an introduction to digital transformation, you will explore the transformation journey in logical steps and understand how to build business cases and create productivity benefit statements. Next, you’ll delve into advanced topics relating to overcoming various challenges. Later, the book will take you through case studies in both private and public sector organizations. You’ll explore private sector organizations such as industrial and hi-tech manufacturing in detail and get to grips with public sector organizations by learning how transformation can be achieved on a global scale and how the resident experience can be improved. In addition to this, you will understand the role of artificial intelligence, machine learning and deep learning in digital transformation. Finally, you’ll discover how to create a playbook that can ensure success in digital transformation.By the end of this book, you’ll be well-versed with industrial digital transformation and be able to apply your skills in the real world.

Mastering Transformers. The Journey from BERT to Large Language Models and Stable Diffusion - Second Edition

Savaş Yildirim, Meysam Asgari- Chenaghlu

Transformer-based language models such as BERT, T5, GPT, DALL-E, and ChatGPT have dominated NLP studies and become a new paradigm. Thanks to their accurate and fast fine-tuning capabilities, transformer-based language models have been able to outperform traditional machine learning-based approaches for many challenging natural language understanding (NLU) problems.Aside from NLP, a fast-growing area in multimodal learning and generative AI has recently been established, showing promising results. Mastering Transformers will help you understand and implement multimodal solutions, including text-to-image. Computer vision solutions that are based on transformers are also explained in the book. You’ll get started by understanding various transformer models before learning how to train different autoregressive language models such as GPT and XLNet. The book will also get you up to speed with boosting model performance, as well as tracking model training using the TensorBoard toolkit. In the later chapters, you’ll focus on using vision transformers to solve computer vision problems. Finally, you’ll discover how to harness the power of transformers to model time series data and for predicting.By the end of this transformers book, you’ll have an understanding of transformer models and how to use them to solve challenges in NLP and CV.

Microsoft Dynamics NAV Administration. A quick guide to install, configure, deploy, and administer Dynamics NAV with ease

Sharan Oberoi, Amit Sachdev

Microsoft Dynamics NAV is an Enterprise Resource Planning (ERP) software product that integrates financial, manufacturing, supply chain management, sales and marketing, project management, human resources, and services management information from across your organization, into a centralized database. It can take hours to browse through documentation and references available online to learn how to install, configure, deploy and administer Dynamics NAV. This book aims to offer quick-start information in one place.You will be amazed to find out how easily you can administer Dynamics NAV using this quick step-by-step guide. This book also has recommendations for software and hardware requirements including operating system considerations and hardware considerations for administering Dynamics NAV to your advantage. It covers some advanced functions to set up periodic activities, common batch jobs, and create object files. It will also guide you to secure your database by creating backups and improving performance with practical examples.First you will look at the considerations for deploying Dynamics NAV and best practices and the most important aspects of every ERP installation. Then you will install Dynamics NAV—client and server components and use Dynamics NAV with the Microsoft Stack.We discuss the Dynamics NAV Security Architecture including security recommendations and best practices. You will then create and restore backups. This book covers some recommendations about performance tuning—using appropriate code syntax, proper hardware sizing, and considerations for writing customized C/AL code while using SQL Server database.Finally, you will set up procedures for scheduling pre-defined reoccurring processes, error and exception handling procedures, and provide mechanisms for automatic data processing on the server. Also, you will learn different methods used in handling, promoting to the database, and creating object files—tables, reports, codeunits, forms, pages, dataports and XMLports.

Node.js Design Patterns. Master a series of patterns and techniques to create modular, scalable, and efficient applications

Mario Casciaro

Node.js is a massively popular software platform that lets you use JavaScript to easily create scalable server-side applications. It allows you to create efficient code, enabling a more sustainable way of writing software made of only one language across the full stack, along with extreme levels of reusability, pragmatism, simplicity, and collaboration. Node.js is revolutionizing the web and the way people and companies create their software.In this book, we will take you on a journey across various ideas and components, and the challenges you would commonly encounter while designing and developing software using the Node.js platform. You will also discover the Node.js way of dealing with design and coding decisions.The book kicks off by exploring the fundamental principles and components that define the platform. It then shows you how to master asynchronous programming and how to design elegant and reusable components using well-known patterns and techniques. The book rounds off by teaching you the various approaches to scale, distribute, and integrate your Node.js application.

Oracle Modernization Solutions. A practical book and eBook guide to planning and implementing SOA Integration and Re-architecting to an Oracle platform

Jason Williamson, Tom Laszewski

Cybersecurity Leadership Demystified. A comprehensive guide to becoming a world-class modern cybersecurity leader and global CISO

Dr. Erdal Ozkaya, Melih Abdulhayoglu

The chief information security officer (CISO) is responsible for an organization's information and data security. The CISO's role is challenging as it demands a solid technical foundation as well as effective communication skills. This book is for busy cybersecurity leaders and executives looking to gain deep insights into the domains important for becoming a competent cybersecurity leader.The book begins by introducing you to the CISO's role, where you'll learn key definitions, explore the responsibilities involved, and understand how you can become an efficient CISO. You'll then be taken through end-to-end security operations and compliance standards to help you get to grips with the security landscape. In order to be a good leader, you'll need a good team. This book guides you in building your dream team by familiarizing you with HR management, documentation, and stakeholder onboarding. Despite taking all that care, you might still fall prey to cyber attacks; this book will show you how to quickly respond to an incident to help your organization minimize losses, decrease vulnerabilities, and rebuild services and processes. Finally, you'll explore other key CISO skills that'll help you communicate at both senior and operational levels.By the end of this book, you'll have gained a complete understanding of the CISO's role and be ready to advance your career.

Learning Pixelmator. Enhance your photos effectively and unleash the artist inside, with Pixelmator

Mark Stagi

Today, everybody has a digital camera, but how do you turn your pictures into masterpieces? With Pixelmator, you will be able to edit your photos like a pro and get that artistic, professional feel to your images.Learning Pixelmator will teach you how to use Pixelmator to turn your everyday snapshots into works of art. With an example-based approach, you will learn how to use each tool effectively to create, edit, or enhance your photos. It is for everyone that wants to get started with Pixelmator. Learning Pixelmator guide's you through a series of real-world tutorials to artistically edit your photos from start to finish. Starting with simple corrections, you will move onto advanced image editing techniques like creating a tilt-shift look from a photo, performing skin retouching on a portraits, and colorizing your images for an artistic tone. Covering topics such as using layers to create multi-image layouts and how to use text and shapes to embellish your images. With Learning Pixelmator you will learn everything you need to know to create works of art from your everyday photos. With the skills you will learn from this book the sky will be no limit with your digital photography!

PostgreSQL Administration Essentials. Discover efficient ways to administer, monitor, replicate, and handle your PostgreSQL databases

Hans-Jürgen Schönig, Hans-Jürgen Schönig