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

Sven Vermeulen

Gradle Dependency Management

Hubert Klein Ikkink

Microsoft Visio 2010 Business Process Diagramming and Validation. Create custom Validation Rules for structured diagrams and increase the accuracy of your business information with Visio 2010 Premium Edition

David John Parker, David Parker

Microsoft Visio is a diagramming program using vector graphics, which ultimately allows business professionals to explore and communicate complex information more effectively. Through various visual representations, Visio enables complicated data to be presented in a clear, communicative, and data-connected way. Therefore, productivity is increased by utilizing the wide variety of diagrams that can convey information at a glance, as data can be understood and acted upon quickly. This book enables business developers to unleash the full potential of Diagram Validation that Visio 2010 Premium Edition has to offer.This focused tutorial will enable you to get to grips with Diagram Validation in Visio 2010 Premium Edition to the fullest extent, enabling powerful automatic diagram verification based on custom logic and assuring correct and compliant diagrams. You will learn how to create and publish Rules, and use the ShapeSheet to write formulae. There is a special focus on extending and enhancing the capabilities of Visio 2010 diagram validation, and on features that are not found in the out-of-the-box product, like installing and using a new Rules Tools add-in, complete with source code, reviewing the new diagramming rules in flowchart and BPMN templates, and creating your own enhanced Data Flow Model Diagram template, complete with Validation Rules.The book begins by covering the basic functions of Visio 2010, and then dives deep into showing you how to formulate your own Validation Rules and understand the Visio Object Model. ShapeSheet functions are explored in detail, as are creating Validation Rule Sets and Rules, and visualizing issues, with practical demonstrations along the way. Other content includes building a Rules Tools add-in using C#, creating test and filter expressions, and publishing Validation Rules for others to use. Finally, the book considers the creation and implementation of a new RuleSet for Data Flow Model Diagrams with a worked example.By following the practical and immediately deployable examples found in the book, you will successfully learn both how to use the features of Microsoft Visio 2010, and how to extend the functionality provided in the box.

Advanced Deep Learning with TensorFlow 2 and Keras. Apply DL, GANs, VAEs, deep RL, unsupervised learning, object detection and segmentation, and more - Second Edition

Rowel Atienza

Advanced Deep Learning with TensorFlow 2 and Keras, Second Edition is a completely updated edition of the bestselling guide to the advanced deep learning techniques available today. Revised for TensorFlow 2.x, this edition introduces you to the practical side of deep learning with new chapters on unsupervised learning using mutual information, object detection (SSD), and semantic segmentation (FCN and PSPNet), further allowing you to create your own cutting-edge AI projects.Using Keras as an open-source deep learning library, the book features hands-on projects that show you how to create more effective AI with the most up-to-date techniques.Starting with an overview of multi-layer perceptrons (MLPs), convolutional neural networks (CNNs), and recurrent neural networks (RNNs), the book then introduces more cutting-edge techniques as you explore deep neural network architectures, including ResNet and DenseNet, and how to create autoencoders. You will then learn about GANs, and how they can unlock new levels of AI performance.Next, you’ll discover how a variational autoencoder (VAE) is implemented, and how GANs and VAEs have the generative power to synthesize data that can be extremely convincing to humans. You'll also learn to implement DRL such as Deep Q-Learning and Policy Gradient Methods, which are critical to many modern results in AI.

NumPy: Beginner's Guide. Build efficient, high-speed programs using the high-performance NumPy mathematical library

Ivan Idris

Learning C# by Developing Games with Unity 5.x. Develop your first interactive 2D platformer game by learning the fundamentals of C# - Second Edition

Terry Norton, Greg Lukosek, Grzegorz Lukosek, Andreas Oehlke

Unity is a cross-platform game engine that is used to develop 2D and 3D video games. Unity 5 is the latest version, released in March 2015, and adds a real-time global illumination to the games, and its powerful new features help to improve a game’s efficiency.This book will get you started with programming behaviors in C# so you can create 2D games in Unity. You will begin by installing Unity and learning about its features, followed by creating a C# script. We will then deal with topics such as unity scripting for you to understand how codes work so you can create and use C# variables and methods. Moving forward, you will find out how to create, store, and retrieve data from collection of objects. You will also develop an understanding of loops and their use, and you’ll perform object-oriented programming. This will help you to turn your idea into a ready-to-code project and set up a Unity project for production. Finally, you will discover how to create the GameManager class to manage the game play loop, generate game levels, and develop a simple UI for the game.By the end of this book, you will have mastered the art of applying C# in Unity.

Learning Bayesian Models with R. Become an expert in Bayesian Machine Learning methods using R and apply them to solve real-world big data problems

Hari Manassery Koduvely

MCSA Windows Server 2016 Certification Guide: Exam 70-741. The ultimate guide to becoming MCSA certified

Sasha Kranjac, Vladimir Stefanovic

MCSA: Windows Server 2016 is one of the most sought-after certifications for IT professionals which include working with Windows Server and performing administrative tasks around it. It targets Exam 70-740, Exam 70-741, Exam 70-742 and Exam 70-743 certifications and the demand for these certifications is increasingly high.This book will start with installation, upgrade and migration to Windows Server 2016, cover imaging and deployment and proceed with High Availability and Clustering. Then we will deep dive into fundamental concepts like Core networking, DNS, DHCP, Storage and proceed to Hyper-V, Network Access and Distributed File System. It will also explain Advanced Networking topics such as Software Defined Networking and High-Performance Networking. Furthermore, it will also cover advanced Identity topics in Windows Server 2016 such as Active Directory installation and configuration, Group Policy, Active Directory Certificate Services, and Active Directory Federation Services and Rights Management. Towards the end of this book, test questions and mock preparation items will help in preparing for the certifications with more ease.By the end of this book, you will be able to complete MCSA: Windows Server 2016 certification with more confidence.

Mastering F#. Click here to enter text

Alfonso García-Caro Núnez, Suhaib Fahad

F# is a multi-paradigm programming language that encompasses object-oriented, imperative, and functional programming language properties. Now adopted in a wide range of application areas and is supported both by industry-leading companies who provide professional tools and by an active open community, F# is rapidly gaining popularity as it emerges in digital music advertising, creating music-focused ads for Spotify, Pandora, Shazam, and anywhere on the web. This book will guide you through the basics and will then help you master F#. The book starts by explaining how to use F# with Visual Studio, file ordering, and the differences between F# and C# in terms of usage. It moves on to explain the functional core of F# such as data types, type declarations, immutability, strong type interference, pattern matching, records, F# data structures, sequence expressions, and lazy evaluation. Next, the book takes you through imperative and asynchronous programming, F# type providers, applications, and testing in F#. Finally, we look into using F# with distributed programming and using F# as a suitable language for data science. In short, this book will help you learn F# for real-world applications and increase your productivity with functional programming.

Business Intelligence Career Master Plan. Launch and advance your BI career with proven techniques and actionable insights

Eduardo Chavez, Danny Moncada, Ravi Bapna

Navigating the challenging path of a business intelligence career requires you to consider your expertise, interests, and skills. Business Intelligence Career Master Plan explores key skills like stacks, coursework, certifications, and interview advice, enabling you to make informed decisions about your BI journey.You’ll start by assessing the different roles in BI and matching your skills and career with the tech stack. You’ll then learn to build taxonomy and a data story using visualization types. Additionally, you’ll explore the fundamentals of programming, frontend development, backend development, software development lifecycle, and project management, giving you a broad view of the end-to-end BI process. With the help of the author’s expert advice, you’ll be able to identify what subjects and areas of study are crucial and would add significant value to your skill set.By the end of this book, you’ll be well-equipped to make an informed decision on which of the myriad paths to choose in your business intelligence journey based on your skill set and interests.

Elastix Unified Communications Server Cookbook. More than 140 real-life, hands-on recipes and tips to install, deploy, administer, and maintain any VoIP/Unified Communications solution based on Elastix

Gerardo Barajas Puente, Gerardo B Puente

Mobile Security: How to Secure, Privatize, and Recover Your Devices. Mobile phones and tablets enhance our lives, but they also make you and your family vulnerable to cyber-attacks or theft. This clever guide will help you secure your devices and know what to do if the worst happens

Darla Nykamp, Joseph Anderson, Jayasree Nampalli, Mari Heiser, ...

The threat of hacking may be the most damaging on the internet. Mobile technology is changing the way we live, work, and play, but it can leave your personal information dangerously exposed. Your online safety is at risk and the threat of information being stolen from your device is at an all- time high. Your identity is yours, yet it can be compromised if you don't manage your phone or mobile device correctly.Gain the power to manage all your mobile devices safely. With the help of this guide you can ensure that your data and that of your family is safe. The threat to your mobile security is growing on a daily basis and this guide may just be the help you need.Mobile Security: How to Secure, Privatize, and Recover Your Devices will teach you how to recognize, protect against, and recover from hacking attempts and outline the clear and present threats to your online identity posed by the use of a mobile device.In this guide you will discover just how vulnerable unsecured devices can be, and explore effective methods of mobile device management and identity protection to ensure your data's security. There will be special sections detailing extra precautions to ensure the safety of family members and how to secure your device for use at work.

WordPress 4.0 Site Blueprints. Create a variety of exciting sites for e-commerce, networking, video streaming, and more, using WordPress

Sarah Soward, Heather Wallace, Tim Nolte, RACHEL MCCOLLIN

OpenNI Cookbook. Learn how to write NIUI-based applications and motion-controlled games

Soroush Falahati

The release of Microsoft Kinect, then PrimeSense Sensor, and Asus Xtion opened new doors for developers to interact with users, re-design their application’s UI, and make them environment (context) aware. For this purpose, developers need a good framework which provides a complete application programming interface (API), and OpenNI is the first choice in this field. This book introduces the new version of OpenNI.OpenNI Cookbook will show you how to start developing a Natural Interaction UI for your applications or games with high level APIs and at the same time access RAW data from different sensors of different hardware supported by OpenNI using low level APIs. It also deals with expanding OpenNI by writing new modules and expanding applications using different OpenNI compatible middleware, including NITE.OpenNI Cookbook favors practical examples over plain theory, giving you a more hands-on experience to help you learn. OpenNI Cookbook starts with information about installing devices and retrieving RAW data from them, and then shows how to use this data in applications. You will learn how to access a device or how to read data from it and show them using OpenGL, or use middleware (especially NITE) to track and recognize users, hands, and guess the skeleton of a person in front of a device, all through examples.You also learn about more advanced aspects such as how to write a simple module or middleware for OpenNI itself.OpenNI Cookbook shows you how to start and experiment with both NIUI designs and OpenNI itself using examples.

WordPress Mobile Applications with PhoneGap. A straightforward, example-based guide to leveraging your web development skills to build mobile applications using WordPress, jQuery, jQuery Mobile, and PhoneGap with this book and

Eugene Liang

With the explosive popularity of mobile apps and its much anticipated continued growth for the foreseeable future, developers will want to get their hands dirty and build some cool mobile apps. But we know that building mobile apps is not easy: we need to handle cross-platform issues, mobile devices of different screen sizes, not to mention traditional issues such as providing a content management system of the content served in the application.Enter WordPress Mobile Applications with PhoneGap. We leverage on some of the most popular open source projects: Wordpress, jQuery, jQuery Mobile and PhoneGap and discover how they can be pieced together to build a fully functional cross platform mobile application.WordPress Mobile Applications with PhoneGap teaches you how to build mobile application with minimal effort and coding by leveraging on some of the most popular open source projects such as Wordpress, jQuery, jQuery Mobile and PhoneGap.This book looks at some of the most popular open source projects: Wordpress, jQuery, jQuery Mobile and PhoneGap and breaks down the nitty gritty details on how to leverage on these projects to build a fully functional cross-platform mobile application with minimal coding and effort.You will start off by quickly going through the capabilities of Wordpress. Then you will prepare some groundwork on how to make use of plugins and the GeoPlaces theme to provide geographic and API capabilities to WordPress. Next you will learn how to create an external HTML/CSS/JavaScript that consumes and posts data to your Wordpress blog. More importantly, you will see how to convert this external app into a PhoneGap in as little as five minutes. Finally, you will learn how to apply all these techniques and skills to a Wordpress app based on the Twenty-Ten theme and create a cross-platform mobile app using PhoneGap.By the end of Wordpress Mobile Applications with PhoneGap you will learn how to piece Wordpress, jQuery, jQuery Mobile and PhoneGap together into a fully functional mobile app.

GitLab Cookbook. Over 60 hands-on recipes to efficiently self-host your own Git repository using GitLab

Jeroen van Baarsen

Oracle Goldengate 11g Complete Cookbook. Dig deep into administering Oracle Goldengate 11g using this comprehensive cookbook. From the very basics of installation to advanced features like migration, you'll learn the practical way through code scripts and examples

Ankur Gupta

Oracle Goldengate 11g Complete Cookbook is your complete guide to all aspects of Goldengate administration. The recipes in this book will teach you how to setup Goldengate configurations for simple and complex environments requiring various filtering and transformations. It also covers various aspects of tuning and troubleshooting the replication setups using exception handling, custom fields, and logdump utility.The book begins by explaining some basic tasks like Installation and Process groups setup. You will then be introduced to some further topics including DDL replication and various options to perform Initial Loads. You will then learn some advanced administration tasks such as Multi Master replication setup and conflict resolution. Further recipes, contain the cross platform replication and high availability options for Goldengate.

Moodle 2 Administration. Moodle is the world’s most popular virtual learning environment and this book will help systems administrators and technicians administer the system effectively. Based on real-world scenarios with plenty of screenshots, it’s an essential practical gui

Alex Büchner, Moodle Trust

Moodle has evolved from an academic project to the world's most popular virtual learning environment. During this evolution, its complexity has risen dramatically and so have the skills that are required to administer the system.Moodle 2 Administration is a complete, practical guide to administering Moodle sites. It covers how to set up Moodle in any learning environment, configuration and day-to-day admin tasks, as well as advanced options for customizing and extending Moodle.The author, who has been administering systems for over 20 years, has adopted a problem-solution approach to bring the content in line with your day-to-day operations. The practical examples will help you to set up Moodle for large groups and small courses alike. This is a one-stop reference for any task you will ever come across when administering a Moodle site of any shape and size.

Java EE 8 Development with Eclipse. Develop, test, and troubleshoot Java Enterprise applications rapidly with Eclipse - Third Edition

Ram Kulkarni

Java EE is one of the most popular tools for enterprise application design and development. With recent changes to Java EE 8 specifications, Java EE application development has become a lot simpler with the new specifications, some of which compete with the existing specifications. This guide provides a complete overview of developing highly performant, robust and secure enterprise applications with Java EE with Eclipse.The book begins by exploring different Java EE technologies and how to use them (JSP, JSF, JPA, JDBC, EJB, and more), along with suitable technologies for different scenarios. You will learn how to set up the development environment for Java EE applications and understand Java EE specifications in detail, with an emphasis on examples. The book takes you through deployment of an application in Tomcat, GlassFish Servers, and also in the cloud. It goes beyond the basics and covers topics like debugging, testing, deployment, and securing your Java EE applications. You'll also get to know techniques to develop cloud-ready microservices in Java EE.

Learning Data Mining with Python. Harness the power of Python to analyze data and create insightful predictive models

Robert Layton, Robert Layton, Ari Chanen

Quantum Chemistry and Computing for the Curious. Illustrated with Python and Qiskit® code

Keeper L. Sharkey, Alain Chancé, Alex Khan

Explore quantum chemical concepts and the postulates of quantum mechanics in a modern fashion, with the intent to see how chemistry and computing intertwine. Along the way you’ll relate these concepts to quantum information theory and computation. We build a framework of computational tools that lead you through traditional computational methods and straight to the forefront of exciting opportunities. These opportunities will rely on achieving next-generation accuracy by going further than the standard approximations such as beyond Born-Oppenheimer calculations.Discover how leveraging quantum chemistry and computing is a key enabler for overcoming major challenges in the broader chemical industry. The skills that you will learn can be utilized to solve new-age business needs that specifically hinge on quantum chemistry

Application Development for IBM WebSphere Process Server 7 and Enterprise Service Bus 7. A Service Oriented Architecture approach has many benefits for your applications, including flexibility, reusability, and increased revenue. You can exploit those benefits to the fullest by following this step-by-step tutorial for WPS and WESB

Salil Ahuja, Swami Chandrasekaran

By adopting an SOA approach in Business Process Management (BPM), you can make your application flexible, reusable, and adaptable to new developments. The SOA approach also gives you the potential to lower costs (from reuse), and increase revenue (from adaptability and flexibility). However, integrating basic SOA constructs (such as Process, Business Services, and Components) and core building blocks of BPM (such as Process Modeling and Enterprise Service Bus) in a real-world application can be challenging.This book introduces basic concepts of Business Integration, SOA Fundamentals, and SOA Programming Model and implements them in numerous examples. It guides you to building an Order Management application from scratch using the principles of Business Process Management and Service Oriented Architecture and using WebSphere Process Server (WPS) and WebSphere Enterprise Service Bus (WESB). The various detailed aspects, features, and capabilities of the product are conveyed through examplesWe begin with essential concepts on Business Integration, SOA Fundamentals and SOA Programming Model. Then we set up the development environment to build your first Hello Process and Hello Mediation applications.Gradually, we build an SOA-based Order Management Application. We cover important aspects and functions of WPS and WESB with numerous practical examples. We show how to analyze your application's business requirements and check if an SOA approach is appropriate for your project. Then you do a top-down decomposition of your application and identify its use cases, business processes, and services. Having built the SOA Application, we introduce you to various non-functional topics, including: Administration, Governance, Management, Monitoring, and Security. We also discuss deployment topologies for WPS and WESB, performance tuning, and recommended practices.

PHP 7 Programming Cookbook. Over 80 recipes that will take your PHP 7 web development skills to the next level!

Doug Bierer, Cal Evans

PHP 7 comes with a myriad of new features and great tools to optimize your code and make your code perform faster than in previous versions. Most importantly, it allows you to maintain high traffic on your websites with low-cost hardware and servers through a multithreading web server.This book demonstrates intermediate to advanced PHP techniques with a focus on PHP 7. Each recipe is designed to solve practical, real-world problems faced by PHP developers like yourself every day. We also cover new ways of writing PHP code made possible only in version 7. In addition, we discuss backward-compatibility breaks and give you plenty of guidance on when and where PHP 5 code needs to be changed to produce the correct results when running under PHP 7. This book also incorporates the latest PHP 7.x features. By the end of the book, you will be equipped with the tools and skills required to deliver efficient applications for your websites and enterprises.

Graph Data Processing with Cypher. A practical guide to building graph traversal queries using the Cypher syntax on Neo4j

Ravindranatha Anthapu

While it is easy to learn and understand the Cypher declarative language for querying graph databases, it can be very difficult to master it. As graph databases are becoming more mainstream, there is a dearth of content and guidance for developers to leverage database capabilities fully. This book fills the information gap by describing graph traversal patterns in a simple and readable way.This book provides a guided tour of Cypher from understanding the syntax, building a graph data model, and loading the data into graphs to building queries and profiling the queries for best performance. It introduces APOC utilities that can augment Cypher queries to build complex queries. You’ll also be introduced to visualization tools such as Bloom to get the most out of the graph when presenting the results to the end users.After having worked through this book, you’ll have become a seasoned Cypher query developer with a good understanding of the query language and how to use it for the best performance.