Learn Azure Synapse Data Explorer. A guide to building real-time analytics solutions to unlock log and telemetry data

Pericles (Peri) Rocha

Large volumes of data are generated daily from applications, websites, IoT devices, and other free-text, semi-structured data sources. Azure Synapse Data Explorer helps you collect, store, and analyze such data, and work with other analytical engines, such as Apache Spark, to develop advanced data science projects and maximize the value you extract from data.This book offers a comprehensive view of Azure Synapse Data Explorer, exploring not only the core scenarios of Data Explorer but also how it integrates within Azure Synapse. From data ingestion to data visualization and advanced analytics, you’ll learn to take an end-to-end approach to maximize the value of unstructured data and drive powerful insights using data science capabilities. With real-world usage scenarios, you’ll discover how to identify key projects where Azure Synapse Data Explorer can help you achieve your business goals. Throughout the chapters, you'll also find out how to manage big data as part of a software as a service (SaaS) platform, as well as tune, secure, and serve data to end users.By the end of this book, you’ll have mastered the big data life cycle and you'll be able to implement advanced analytical scenarios from raw telemetry and log data.

GameMaker Programming By Example. Master the development of 2D games by learning to use the powerful GameMaker Language and tools provided by the GameMaker: Studio workspace and engine!

Brian Christian, Steven Isaacs

This book is excellent resource for developers with any level of experience of GameMaker. At the start, we’ll provide an overview of the basic use of GameMaker: Studio, and show you how to set up a basic game where you handle input and collisions in a top-down perspective game.We continue on to showcase its more advanced features via six different example projects. The first example game demonstrates platforming with file I/O, followed by animation, views, and multiplayer networking. The next game illustrates AI and particle systems, while the final one will get you started with the built-in Box2D physics engine. By the end of this book, you have mastered lots of powerful techniques that can be utilized in various 2D games.

PHP Team Development. Easy and effective team work using MVC, agile development, source control, testing, bug tracking, and more

Samisa Abeysinghe

Given the nature of the business environment today, organizations that want to build value-added enterprise PHP applications need a team of PHP people rather than an individual. You've got a team! What next? Customizing such applications to meet with organizational objectives and maintaining these applications over time can be quite a tedious task for your team with so many people involved.In this book, you will explore how you can break up complex PHP projects into simple sub-parts that multiple team members can work on. The book highlights the use of the MVC pattern for separating concerns in the application and agile principles to deliver code that works. You will learn to blend the simplicity and power of PHP with evolving software engineering principles and tools to easily develop code that is easy to maintain. With this book in hand, you know how to avoid getting muddled up while working in a team and achieve success on your project with effective team work.Organizations choose PHP as the preferred language for complex web applications because it is battle tested, hardened over time, and proven to work. Thus, chances of the software project you are involved with being PHP-based, are very high. Soon, you will need to explore the technical as well as non-technical aspects that are important to achieve success in PHP team projects of this kind. This book starts by explaining the need for teams working on complex software projects. You learn how you can divide the complexity of PHP projects with the help of the MVC pattern and the use of frameworks. It then discusses the need for a process and how you can choose the right process. It teaches you how to use agile principles to deliver working software for customers, and how to make sure that the team collaborates effectively. Towards the end, the book emphasizes continuous improvement in process and product as well as the people involved. You learn how to ensure that your team is open to change and user feedback, and has the right mindset about quality and other project-related aspects.

Node.js Web Development. Create real-time server-side applications with this practical, step-by-step guide - Third Edition

David Herron

Node.js is a server-side JavaScript platform using an event driven, non-blocking I/O model allowing users to build fast and scalable data-intensive applications running in real time. Node.js Web Development shows JavaScript is not just for browser-side applications. It can be used for server-side web application development, real-time applications, microservices, and much more.This book gives you an excellent starting point, bringing you straight to the heart of developing web applications with Node.js. You will progress from a rudimentary knowledge of JavaScript and server-side development to being able to create and maintain your own Node.js application. With this book you'll learn how to use the HTTP Server and Client objects, data storage with both SQL and MongoDB databases, real-time applications with Socket.IO, mobile-first theming with Bootstrap, microservice deployment with Docker, authenticating against third-party services using OAuth, and much more.

Natural Language Processing with Java. Techniques for building machine learning and neural network models for NLP - Second Edition

AshishSingh Bhatia, Richard M. Reese

Natural Language Processing (NLP) allows you to take any sentence and identify patterns, special names, company names, and more. The second edition of Natural Language Processing with Java teaches you how to perform language analysis with the help of Java libraries, while constantly gaining insights from the outcomes.You’ll start by understanding how NLP and its various concepts work. Having got to grips with the basics, you’ll explore important tools and libraries in Java for NLP, such as CoreNLP, OpenNLP, Neuroph, and Mallet. You’ll then start performing NLP on different inputs and tasks, such as tokenization, model training, parts-of-speech and parsing trees. You’ll learn about statistical machine translation, summarization, dialog systems, complex searches, supervised and unsupervised NLP, and more.By the end of this book, you’ll have learned more about NLP, neural networks, and various other trained models in Java for enhancing the performance of NLP applications.

Windows Server 2019 Automation with PowerShell Cookbook. Powerful ways to automate and manage Windows administrative tasks - Third Edition

Thomas Lee

Windows Server 2019 is the latest version of Microsoft’s flagship server operating system. It also comes with PowerShell Version 5.1 and offers a number of additional features that IT professionals will find useful. This book is designed to help you learn how to use PowerShell and manage the core roles, features, and services of Windows Server 2019.You will begin by creating a PowerShell Administrative Environment that features updated versions of PowerShell, the Windows Management Framework, .NET Framework, and third-party modules. Next, you will learn to use PowerShell to set up and configure Windows Server 2019 networking and understand how to manage objects in the Active Directory (AD) environment. The book will also guide you in setting up a host to utilize containers and deploying containers. Further along, you will be able to implement different mechanisms to achieve Desired State Configuration. The book will then get you up to speed with Azure infrastructure, in addition to helping you get to grips with setting up virtual machines (VMs), websites, and file share on Azure. In the concluding chapters, you will be able to deploy some powerful tools to diagnose and resolve issues with Windows Server 2019.By the end of this book, you will be equipped with a number of useful tips and tricks to automate your Windows environment with PowerShell.

Cloud Scale Analytics with Azure Data Services. Build modern data warehouses on Microsoft Azure

Patrik Borosch

Azure Data Lake, the modern data warehouse architecture, and related data services on Azure enable organizations to build their own customized analytical platform to fit any analytical requirements in terms of volume, speed, and quality.This book is your guide to learning all the features and capabilities of Azure data services for storing, processing, and analyzing data (structured, unstructured, and semi-structured) of any size. You will explore key techniques for ingesting and storing data and perform batch, streaming, and interactive analytics. The book also shows you how to overcome various challenges and complexities relating to productivity and scaling. Next, you will be able to develop and run massive data workloads to perform different actions. Using a cloud-based big data-modern data warehouse-analytics setup, you will also be able to build secure, scalable data estates for enterprises. Finally, you will not only learn how to develop a data warehouse but also understand how to create enterprise-grade security and auditing big data programs.By the end of this Azure book, you will have learned how to develop a powerful and efficient analytical platform to meet enterprise needs.

Microsoft Identity and Access Administrator Exam Guide. Implement IAM solutions with Azure AD, build an identity governance strategy, and pass the SC-300 exam

Dwayne Natwick, Shannon Kuehn

Cloud technologies have made identity and access the new control plane for securing data. Without proper planning and discipline in deploying, monitoring, and managing identity and access for users, administrators, and guests, you may be compromising your infrastructure and data. This book is a preparation guide that covers all the objectives of the SC-300 exam, while teaching you about the identity and access services that are available from Microsoft and preparing you for real-world challenges.The book starts with an overview of the SC-300 exam and helps you understand identity and access management. As you progress to the implementation of IAM solutions, you’ll learn to deploy secure identity and access within Microsoft 365 and Azure Active Directory. The book will take you from legacy on-premises identity solutions to modern and password-less authentication solutions that provide high-level security for identity and access. You’ll focus on implementing access and authentication for cloud-only and hybrid infrastructures as well as understand how to protect them using the principles of zero trust. The book also features mock tests toward the end to help you prepare effectively for the exam.By the end of this book, you’ll have learned how to plan, deploy, and manage identity and access solutions for Microsoft and hybrid infrastructures.

DynamoDB Applied Design Patterns. Apply efficient DynamoDB design patterns for high performance of applications

Uchit Hamendra Vyas

Hands-On Data Structures and Algorithms with Python. Store, manipulate, and access data effectively and boost the performance of your applications - Third Edition

Dr. Basant Agarwal

Choosing the right data structure is pivotal to optimizing the performance and scalability of applications. This new edition of Hands-On Data Structures and Algorithms with Python will expand your understanding of key structures, including stacks, queues, and lists, and also show you how to apply priority queues and heaps in applications. You’ll learn how to analyze and compare Python algorithms, and understand which algorithms should be used for a problem based on running time and computational complexity. You will also become confident organizing your code in a manageable, consistent, and scalable way, which will boost your productivity as a Python developer.By the end of this Python book, you’ll be able to manipulate the most important data structures and algorithms to more efficiently store, organize, and access data in your applications.

Business Process Management with JBoss jBPM. Find out how to improve business processes with jBPM, and discover how you can begin making a transformative impact as a business analyst in your organization

Matt Cumberlidge, Tom Baeyens

JBoss jBPM is a free, open-source, business process management solution. It enables users to create business processes that coordinate people, applications, and services.A business process is a sequence of activities triggered by a certain input that results in a valuable output. Business Process Management is about analyzing those activities in a structured way and eventually supporting their execution with a workflow application. This allows for the following results:Better management visibility of their business: improved decision makingLow cost of inputs: de-skilled labor requirements, less waste, standardized componentsBetter outputs: consistent quality, more customer satisfactionBusinesses have always tried to manage their processes, but software such as jBPM brings the methodology and management theory to practical life.JBoss jBPM offers the following key features:Graphical process definitionFlexibility to integrate code into the graphical process definitionA customizable web-based workflow application that runs the process you’ve definedEasy programming model to extend the graphical process definitionA process-oriented programming model (jPDL) that blends the best of process definition languages and Java.Easy to integrate with other systems through the JBoss middleware suite.

Mastering SAP ABAP. A complete guide to developing fast, durable, and maintainable ABAP programs in SAP

Pawe?Ç Grze?okowiak, Wojciech Ciesielski, Wojciech fÜwik

Advanced Business Application Programming (ABAP) is an established and complex programming language in the IT industry. This book is designed to help you use the latest ABAP techniques and apply legacy constructions using practical examples.You'll start with a quick refresher on language and database concepts, followed by agile techniques for adding custom code to a modern ABAP system. After this, you will get up to speed with the complete ABAP toolset for importing data to and from different environments. Next, you'll learn how to print forms and work with the different ABAP tools for Extensible Markup Language (XML) manipulation. While covering further chapters, you'll gain insights into building stunning UI5 interfaces, in addition to learning how to develop simple apps using the Business Object Processing Framework (BOPF). You will also pick up the technique of handling exceptions and performing testing in ABAP. In the concluding chapters, you can look forward to grasping various techniques for optimizing the performance of programs using a variety of performance analysis tools.By the end of this book, you will have the expertise you need to confidently build maintainable programs in Systems, Applications, and Products (SAP).

System Center 2016 Virtual Machine Manager Cookbook. Design, configure, and manage an efficient virtual infrastructure with VMM in System Center 2016 - Third Edition

Roman Levchenko, EDVALDO ALESSANDRO CARDOSO

Virtual Machine Manager (VMM) 2016 is part of the System Center suite to configure and manage datacenters and offers a unified management experience on-premises and Azure cloud.This book will be your best companion for day-to-day virtualization needs within your organization, as it takes you through a series of recipes to simplify and plan a highly scalable and available virtual infrastructure. You will learn the deployment tips, techniques, and solutions designed to show users how to improve VMM 2016 in a real-world scenario. The chapters are divided in a way that will allow you to implement the VMM 2016 and additional solutions required to effectively manage and monitor your fabrics and clouds. We will cover the most important new features in VMM 2016 across networking, storage, and compute, including brand new Guarded Fabric, Shielded VMs and Storage Spaces Direct. The recipes in the book provide step-by-step instructions giving you the simplest way to dive into VMM fabric concepts, private cloud, and integration with external solutions such as VMware, Operations Manager, and the Windows Azure Pack.By the end of this book, you will be armed with the knowledge you require to start designing and implementing virtual infrastructures in VMM 2016.

arc42 by Example. Software architecture documentation in practice

Dr. Gernot Starke, Michael Simons, Stefan Zörner, Ralf D. Müller

When developers document the architecture of their systems, they often invent their own specific ways of articulating structures, designs, concepts, and decisions. What they need is a template that enables simple and efficient software architecture documentation. arc42 by Example shows how it's done through several real-world examples.Each example in the book, whether it is a chess engine, a huge CRM system, or a cool web system, starts with a brief description of the problem domain and the quality requirements. Then, you'll discover the system context with all the external interfaces. You'll dive into an overview of the solution strategy to implement the building blocks and runtime scenarios. The later chapters also explain various cross-cutting concerns and how they affect other aspects of a program.

The Python Workshop. Learn to code in Python and kickstart your career in software development or data science

Andrew Bird, Dr. Lau Cher Han, Mario Corchero Jiménez, Graham Lee, ...

Have you always wanted to learn Python, but never quite known how to start?More applications than we realize are being developed using Python because it is easy to learn, read, and write. You can now start learning the language quickly and effectively with the help of this interactive tutorial.The Python Workshop starts by showing you how to correctly apply Python syntax to write simple programs, and how to use appropriate Python structures to store and retrieve data. You'll see how to handle files, deal with errors, and use classes and methods to write concise, reusable, and efficient code.As you advance, you'll understand how to use the standard library, debug code to troubleshoot problems, and write unit tests to validate application behavior.You'll gain insights into using the pandas and NumPy libraries for analyzing data, and the graphical libraries of Matplotlib and Seaborn to create impactful data visualizations. By focusing on entry-level data science, you'll build your practical Python skills in a way that mirrors real-world development. Finally, you'll discover the key steps in building and using simple machine learning algorithms.By the end of this Python book, you'll have the knowledge, skills and confidence to creatively tackle your own ambitious projects with Python.

Mastering BeagleBone Robotics. Master the power of the BeagleBone Black to maximize your robot-building skills and create awesome projects

Richard Grimmett

Learning VMware vRealize Automation. Learn the fundamentals of vRealize Automation to accelerate the delivery of your IT services

Sriram Rajendran

With the growing interest in Software Defined Data Centers (SDDC), vRealize Automation offers data center users an organized service catalog and governance for administrators. This way, end users gain autonomy while the IT department stays in control, making sure security and compliance requirements are met. Learning what each component does and how they dovetail with each other will bolster your understanding of vRealize Automation.The book starts off with an introduction to the distributed architecture that has been tested and installed in large scale deployments. Implementing and configuring distributed architecture with custom certificates is unarguably a demanding task, and it will be covered next. After this, we will progress with the installation. A vRealize Automation blueprint can be prepared in multiple ways; we will focus solely on vSphere endpoint blueprint. After this, we will discuss the high availability configuration via NSX loadbalancer for vRealize Orchestrator. Finally, we end with Advanced Service Designer, which provides service architects with the ability to create advanced services and publish them as catalog items.

CompTIA Data+: DAO-001 Certification Guide. Complete coverage of the new CompTIA Data+ (DAO-001) exam to help you pass on the first attempt

Cameron Dodd

The CompTIA Data+ certification exam not only helps validate a skill set required to enter one of the fastest-growing fields in the world, but also is starting to standardize the language and concepts within the field. However, there’s a lot of conflicting information and a lack of existing resources about the topics covered in this exam, and even professionals working in data analytics may need a study guide to help them pass on their first attempt.The CompTIA Data + (DAO-001) Certification Guide will give you a solid understanding of how to prepare, analyze, and report data for better insights.You’ll get an introduction to Data+ certification exam format to begin with, and then quickly dive into preparing data. You'll learn about collecting, cleaning, and processing data along with data wrangling and manipulation. As you progress, you’ll cover data analysis topics such as types of analysis, common techniques, hypothesis techniques, and statistical analysis, before tackling data reporting, common visualizations, and data governance. All the knowledge you've gained throughout the audiobook will be tested with the mock tests that appear in the final chapters.By the end of this audiobook, you’ll be ready to pass the Data+ exam with confidence and take the next step in your career.

Microsoft System Center 2012 Endpoint Protection Cookbook. Install and manage System Center Endpoint Protection with total professionalism thanks to the 30 recipes in this highly focused Cookbook. From common tasks to automated reporting features, all the crucial techniques are here

Andrew J Plue, Andrew Plue

Microsoft System Center 2012 Endpoint Protection (previously known as Forefront Endpoint Protection 2012) protects client and server operating systems against threats with leading malware detection technologies. Built on Configuration Manager, it provides a unified infrastructure for client security and compliance management and Microsoft System Center 2012 Endpoint Protection Cookbook will help you get to grips with vital tasks for implementing this security tool.With the release of System Center 2012 Endpoint Protection, Microsoft is continuing its commitment to offering a cutting edge, enterprise- ready Anti-Virus solution. With its practical and easy to follow recipes, Microsoft System Center 2012 Endpoint Protection Cookbook fully prepares you for a simple, headache-free migration. This hands-on, practical cookbook will have you equipped with the knowledge to install and manage System Center 2012 Endpoint Protection like a pro in no time by following step by step recipes.You'll gain insight into a wide range of management tasks, such as building your SCEP infrastructure, deploying SCEP clients and building the perfect AV policies for your workstation and servers. You'll also benefit from a complete SCEP walk-through in a bonus appendix chapter.With Microsoft System Center 2012 Endpoint Protection Cookbook in hand, you will have the confidence to tackle essential tasks like deployment, policy and much more for SCEP.

Kali Linux Wireless Penetration Testing: Beginner's Guide. Master wireless testing techniques to survey and attack wireless networks with Kali Linux

Vivek Ramachandran, Cameron Buchanan

Processing 2: Creative Coding HOTSHOT. Learn Processing with exciting and engaging projects to make your computer talk, see, hear, express emotions, and even design physical objects

Nikolaus Gradwohl

Processing makes it convenient for developers, artists, and designers to create their own projects easily and efficiently. Processing offers you a platform for expressing your ideas and engaging audiences in new ways. This book teaches you everything you need to know to explore new frontiers in animation and interactivity with the help of Processing.Processing 2: Creative Coding Hotshot' will present you with nine exciting projects that will take you beyond the basics and show you how you can make your programs see, hear, and even feel! With these projects, you will also learn how to build your own hardware controllers and integrate devices such as a Kinect senor board in your Processing sketches.Processing is an exciting programming environment for programmers and visual artists alike that makes it easier to create interactive programs.Through nine complete projects, Processing 2: Creative Coding Hotshot' will help you explore the exciting possibilities that this open source language provides. The topics we will cover range from creating robot - actors performing Shakespeare's Romeo and Juliet, to generating objects for 3D printing, and you will learn how to run your processing sketches nearly anywhere from a desktop computer to a browser or a mobile device.

Manage Partitions with GParted How-to. A task-based, step-by-step guide that empowers you to use your disk space effectively with this book and

Curtis Gedak

Modern disk drives can store vast amounts of information. To effectively use all of this space, you can partition disk drives into separate storage areas. These separate storage areas enable you to organize your data, improve system performance, and install and use many operating systemsManage Partitions with GParted is a practical, hands-on guide providing you with step-by-step instructions to effectively organize your hard drive. You start with simple tasks that help you identify drives and partitions and progress to advanced tasks such as preparing for new operating systemsThis book provides ample screen shots to help you effectively use your hard drive. You start with simple tasks that help you to identify drives and partitions. Next you progress to tasks covering the basics of how to grow, shrink, move, and copy partitions without data loss. You finish with advanced tasks that use the basics to prepare for new operating systems, migrate space between partitions, and share data among Windows, Linux, and Mac OS X. By following through the tasks, from basic to advanced, this book will empower you with the knowledge and tools to Manage Partitions with GParted.

Microsoft SQL Server 2012 with Hadoop. Getting SQL Server talking to Hadoop is a smooth process when you follow this tutorial. Learn all the tools and techniques you need integrate the data and then extract powerful business insights from the merged result

Debarchan Sarkar

With the explosion of data, the open source Apache Hadoop ecosystem is gaining traction, thanks to its huge ecosystem that has arisen around the core functionalities of its distributed file system (HDFS) and Map Reduce. As of today, being able to have SQL Server talking to Hadoop has become increasingly important because the two are indeed complementary. While petabytes of unstructured data can be stored in Hadoop taking hours to be queried, terabytes of structured data can be stored in SQL Server 2012 and queried in seconds. This leads to the need to transfer and integrate data between Hadoop and SQL Server.Microsoft SQL Server 2012 with Hadoop is aimed at SQL Server developers. It will quickly show you how to get Hadoop activated on SQL Server 2012 (it ships with this version). Once this is done, the book will focus on how to manage big data with Hadoop and use Hadoop Hive to query the data. It will also cover topics such as using in-memory functions by SQL Server and using tools for BI with big data.Microsoft SQL Server 2012 with Hadoop focuses on data integration techniques between relational (SQL Server 2012) and non-relational (Hadoop) worlds. It will walk you through different tools for the bi-directional movement of data with practical examples.You will learn to use open source connectors like SQOOP to import and export data between SQL Server 2012 and Hadoop, and to work with leading in-memory BI tools to create ETL solutions using the Hive ODBC driver for developing your data movement projects. Finally, this book will give you a glimpse of the present day self-service BI tools such as Excel and PowerView to consume Hadoop data and provide powerful insights on the data.

PowerShell for SQL Server Essentials. Manage and monitor SQL Server administration and application deployment with PowerShell

Donabel Santos