HDInsight Essentials - Second Edition

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Publisher : Packt Publishing Ltd
ISBN 13 : 1784396664
Total Pages : 179 pages
Book Rating : 4.7/5 (843 download)

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Book Synopsis HDInsight Essentials - Second Edition by : Rajesh Nadipalli

Download or read book HDInsight Essentials - Second Edition written by Rajesh Nadipalli and published by Packt Publishing Ltd. This book was released on 2015-01-27 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want to discover one of the latest tools designed to produce stunning Big Data insights, this book features everything you need to get to grips with your data. Whether you are a data architect, developer, or a business strategist, HDInsight adds value in everything from development, administration, and reporting.

Introducing Microsoft Azure HDInsight

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Publisher : Microsoft Press
ISBN 13 : 0133965910
Total Pages : 130 pages
Book Rating : 4.1/5 (339 download)

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Book Synopsis Introducing Microsoft Azure HDInsight by : Avkash Chauhan

Download or read book Introducing Microsoft Azure HDInsight written by Avkash Chauhan and published by Microsoft Press. This book was released on 2014-06-12 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsoft Azure HDInsight is Microsoft’s 100 percent compliant distribution of Apache Hadoop on Microsoft Azure. This means that standard Hadoop concepts and technologies apply, so learning the Hadoop stack helps you learn the HDInsight service. At the time of this writing, HDInsight (version 3.0) uses Hadoop version 2.2 and Hortonworks Data Platform 2.0. In Introducing Microsoft Azure HDInsight, we cover what big data really means, how you can use it to your advantage in your company or organization, and one of the services you can use to do that quickly–specifically, Microsoft’s HDInsight service. We start with an overview of big data and Hadoop, but we don’t emphasize only concepts in this book–we want you to jump in and get your hands dirty working with HDInsight in a practical way. To help you learn and even implement HDInsight right away, we focus on a specific use case that applies to almost any organization and demonstrate a process that you can follow along with. We also help you learn more. In the last chapter, we look ahead at the future of HDInsight and give you recommendations for self-learning so that you can dive deeper into important concepts and round out your education on working with big data.

Processing Big Data with Azure HDInsight

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Publisher : Apress
ISBN 13 : 1484228693
Total Pages : 221 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Processing Big Data with Azure HDInsight by : Vinit Yadav

Download or read book Processing Big Data with Azure HDInsight written by Vinit Yadav and published by Apress. This book was released on 2017-05-29 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get a jump start on using Azure HDInsight and Hadoop Ecosystem components. As most Hadoop and Big Data projects are written in either Java, Scala, or Python, this book minimizes the effort to learn another language and is written from the perspective of a .NET developer. Hadoop components are covered, including Hive, Pig, HBase, Storm, and Spark on Azure HDInsight, and code samples are written in .NET only. Processing Big Data with Azure HDInsight covers the fundamentals of big data, how businesses are using it to their advantage, and how Azure HDInsight fits into the big data world. This book introduces Hadoop and big data concepts and then dives into creating different solutions with HDInsight and the Hadoop Ecosystem. It covers concepts with real-world scenarios and code examples, making sure you get hands-on experience. The best way to utilize this book is to practice while reading. After reading this book you will be familiar with Azure HDInsight and how it can be utilized to build big data solutions, including batch processing, stream analytics, interactive processing, and storing and retrieving data in an efficient manner. What You'll Learn Understand the fundamentals of HDInsight and Hadoop Work with HDInsight cluster Query with Apache Hive and Apache Pig Store and retrieve data with Apache HBase Stream data processing using Apache Storm Work with Apache Spark Who This Book Is For Software developers, technical architects, data scientists/analyts, and Hadoop administrators who want to develop on Microsoft’s managed Hadoop offering, HDInsight

Big Data Analytics with Microsoft HDInsight in 24 Hours, Sams Teach Yourself

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Author :
Publisher : Sams Publishing
ISBN 13 : 013403533X
Total Pages : 1044 pages
Book Rating : 4.1/5 (34 download)

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Book Synopsis Big Data Analytics with Microsoft HDInsight in 24 Hours, Sams Teach Yourself by : Manpreet Singh

Download or read book Big Data Analytics with Microsoft HDInsight in 24 Hours, Sams Teach Yourself written by Manpreet Singh and published by Sams Publishing. This book was released on 2015-11-12 with total page 1044 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sams Teach Yourself Big Data Analytics with Microsoft HDInsight in 24 Hours In just 24 lessons of one hour or less, Sams Teach Yourself Big Data Analytics with Microsoft HDInsight in 24 Hours helps you leverage Hadoop’s power on a flexible, scalable cloud platform using Microsoft’s newest business intelligence, visualization, and productivity tools. This book’s straightforward, step-by-step approach shows you how to provision, configure, monitor, and troubleshoot HDInsight and use Hadoop cloud services to solve real analytics problems. You’ll gain more of Hadoop’s benefits, with less complexity–even if you’re completely new to Big Data analytics. Every lesson builds on what you’ve already learned, giving you a rock-solid foundation for real-world success. Practical, hands-on examples show you how to apply what you learn Quizzes and exercises help you test your knowledge and stretch your skills Notes and tips point out shortcuts and solutions Learn how to... · Master core Big Data and NoSQL concepts, value propositions, and use cases · Work with key Hadoop features, such as HDFS2 and YARN · Quickly install, configure, and monitor Hadoop (HDInsight) clusters in the cloud · Automate provisioning, customize clusters, install additional Hadoop projects, and administer clusters · Integrate, analyze, and report with Microsoft BI and Power BI · Automate workflows for data transformation, integration, and other tasks · Use Apache HBase on HDInsight · Use Sqoop or SSIS to move data to or from HDInsight · Perform R-based statistical computing on HDInsight datasets · Accelerate analytics with Apache Spark · Run real-time analytics on high-velocity data streams · Write MapReduce, Hive, and Pig programs Register your book at informit.com/register for convenient access to downloads, updates, and corrections as they become available.

Beginning Big Data with Power BI and Excel 2013

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Author :
Publisher : Apress
ISBN 13 : 1484205294
Total Pages : 258 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Beginning Big Data with Power BI and Excel 2013 by : Neil Dunlop

Download or read book Beginning Big Data with Power BI and Excel 2013 written by Neil Dunlop and published by Apress. This book was released on 2015-10-04 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Beginning Big Data with Power BI and Excel 2013, you will learn to solve business problems by tapping the power of Microsoft’s Excel and Power BI to import data from NoSQL and SQL databases and other sources, create relational data models, and analyze business problems through sophisticated dashboards and data-driven maps. While Beginning Big Data with Power BI and Excel 2013 covers prominent tools such as Hadoop and the NoSQL databases, it recognizes that most small and medium-sized businesses don’t have the Big Data processing needs of a Netflix, Target, or Facebook. Instead, it shows how to import data and use the self-service analytics available in Excel with Power BI. As you’ll see through the book’s numerous case examples, these tools—which you already know how to use—can perform many of the same functions as the higher-end Apache tools many people believe are required to carry out in Big Data projects. Through instruction, insight, advice, and case studies, Beginning Big Data with Power BI and Excel 2013 will show you how to: Import and mash up data from web pages, SQL and NoSQL databases, the Azure Marketplace and other sources. Tap into the analytical power of PivotTables and PivotCharts and develop relational data models to track trends and make predictions based on a wide range of data. Understand basic statistics and use Excel with PowerBI to do sophisticated statistical analysis—including identifying trends and correlations. Use SQL within Excel to do sophisticated queries across multiple tables, including NoSQL databases. Create complex formulas to solve real-world business problems using Data Analysis Expressions (DAX).

Mastering Azure Analytics

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491956623
Total Pages : 411 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Mastering Azure Analytics by : Zoiner Tejada

Download or read book Mastering Azure Analytics written by Zoiner Tejada and published by "O'Reilly Media, Inc.". This book was released on 2017-04-06 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Helps users understand the breadth of Azure services by organizing them into a reference framework they can use when crafting their own big-data analytics solution.

Microsoft Azure Essentials - Fundamentals of Azure

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Publisher : Microsoft Press
ISBN 13 : 0735697302
Total Pages : 400 pages
Book Rating : 4.7/5 (356 download)

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Book Synopsis Microsoft Azure Essentials - Fundamentals of Azure by : Michael Collier

Download or read book Microsoft Azure Essentials - Fundamentals of Azure written by Michael Collier and published by Microsoft Press. This book was released on 2015-01-29 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsoft Azure Essentials from Microsoft Press is a series of free ebooks designed to help you advance your technical skills with Microsoft Azure. The first ebook in the series, Microsoft Azure Essentials: Fundamentals of Azure, introduces developers and IT professionals to the wide range of capabilities in Azure. The authors - both Microsoft MVPs in Azure - present both conceptual and how-to content for key areas, including: Azure Websites and Azure Cloud Services Azure Virtual Machines Azure Storage Azure Virtual Networks Databases Azure Active Directory Management tools Business scenarios Watch Microsoft Press’s blog and Twitter (@MicrosoftPress) to learn about other free ebooks in the “Microsoft Azure Essentials” series.

Beginning C# 6 Programming with Visual Studio 2015

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119096685
Total Pages : 840 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Beginning C# 6 Programming with Visual Studio 2015 by : Benjamin Perkins

Download or read book Beginning C# 6 Programming with Visual Studio 2015 written by Benjamin Perkins and published by John Wiley & Sons. This book was released on 2015-12-29 with total page 840 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get started with Visual C# programming with this great beginner's guide Beginning C# 6 Programming with Visual Studio 2015 provides step-by-step directions for programming with C# in the .NET framework. Beginning with programming essentials, such as variables, flow control, and object-oriented programming, this authoritative text moves into more complicated topics, such as web and Windows programming and data access within both database and XML environments. After your introduction to each of the chapters, you are invited to apply your newfound knowledge in Try it Out sections, which reinforce learning and help you understand the practical applications of the new concepts you have explored. Through this approach, you can write useful programming code following each of the steps that you explore in this essential text. Discover the basics of programming with C#, such as variables, expressions, flow control, and functions Discuss how to keep your program running smoothly through debugging and error handling Understand how to navigate your way through key programming elements, such as classes, class members, collections, comparisons, and conversions Explore object-oriented programming, web programming, and Windows programming Beginning C# 6 Programming with Visual Studio 2015 is a fundamental resource for any programmers who are new to the C# language.

Pro Microsoft HDInsight

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Publisher : Apress
ISBN 13 : 1430260556
Total Pages : 258 pages
Book Rating : 4.4/5 (32 download)

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Book Synopsis Pro Microsoft HDInsight by : Debarchan Sarkar

Download or read book Pro Microsoft HDInsight written by Debarchan Sarkar and published by Apress. This book was released on 2014-02-18 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The expert's voice in big data"--Cover.

Beginning T-SQL

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Publisher : Apress
ISBN 13 : 1484200462
Total Pages : 480 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Beginning T-SQL by : Kathi Kellenberger

Download or read book Beginning T-SQL written by Kathi Kellenberger and published by Apress. This book was released on 2014-08-18 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beginning T-SQL is a performance-oriented introduction to the T-SQL language underlying the Microsoft SQL Server database engine. T-SQL is essential in writing SQL statements to get data into and out of a database. T-SQL is the foundation for business logic embedded in the database in the form of stored procedures and functions. Beginning T-SQL starts you on the path to mastering T-SQL, with an emphasis on best-practices and sound coding techniques leading to excellent performance. This new edition is updated to cover the essential features of T-SQL found in SQL Server 2014, 2012, and 2008. Beginning T-SQL begins with an introduction to databases, normalization, and to SQL Server Management Studio. Attention is given to Azure SQL Database and how to connect to remote databases in the cloud. Each subsequent chapter teaches an aspect of T-SQL, building on the skills learned in previous chapters. Exercises in most chapters provide an opportunity for the hands-on practice that leads to true learning and distinguishes the competent professional. Important techniques such as windowing functions are covered to help write fast executing queries that solve real business problems. A stand-out feature in this book is that most chapters end with a "Thinking About Performance" section. These sections cover aspects of query performance relative to the content just presented. They'll help you avoid beginner mistakes by knowing about and thinking about performance from Day 1. Imparts best practices for writing T-SQL Helps you avoid common errors Shows how to write scalable code for good performance

Beginning F# 4.0

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Publisher : Apress
ISBN 13 : 1484213742
Total Pages : 327 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Beginning F# 4.0 by : Robert Pickering

Download or read book Beginning F# 4.0 written by Robert Pickering and published by Apress. This book was released on 2016-05-02 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a great foundation for exploring functional-first programming and its role in the future of application development. The best-selling introduction to F#, now thoroughly updated to version 4.0, will help you learn the language and explore its new features. F# 4.0 is a mature, open source, cross-platform, functional-first programming language which empowers users and organizations to tackle complex computing problems with simple, maintainable and robust code. F# is also a fully supported language in Visual Studio and Xamarin Studio. Other tools supporting F# development include Emacs, MonoDevelop, Atom, Visual Studio Code, Sublime Text, and Vim. Beginning F#4.0 has been thoroughly updated to help you explore the new features of the language including: Type Providers Constructors as first-class functions Simplified use of mutable values Support for high-dimensional arrays Slicing syntax support for F# lists Reviewed by Don Syme, the chief architect of F# at Microsoft Research, Beginning F#4.0 is a great foundation for exploring functional programming and its role in the future of application development.

MC Microsoft Certified Azure Data Fundamentals Study Guide

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Publisher : John Wiley & Sons
ISBN 13 : 1119855845
Total Pages : 456 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis MC Microsoft Certified Azure Data Fundamentals Study Guide by : Jake Switzer

Download or read book MC Microsoft Certified Azure Data Fundamentals Study Guide written by Jake Switzer and published by John Wiley & Sons. This book was released on 2022-04-14 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: The most authoritative and complete study guide for people beginning to work with data in the Azure cloud In MC Azure Data Fundamentals Study Guide: Exam DP-900, expert Cloud Solution Architect Jake Switzer delivers a hands-on blueprint to acing the DP-900 Azure data certification. The book prepares you for the test – and for a new career in Azure data analytics, architecture, science, and more – with a laser-focus on the job roles and responsibilities of Azure data professionals. You’ll receive a foundational knowledge of core data concepts, like relational and non-relational data and transactional and analytical data workloads, while diving deep into every competency covered on the DP-900 exam. You’ll also get: Access to complimentary online study tools, including hundreds of practice exam questions, electronic flashcards, and a searchable glossary Additional prep assistance with access to Sybex’s superior interactive online learning environment and test bank Walkthroughs of skills and knowledge that are absolutely necessary for current and aspiring Azure data pros in introductory roles Perfect for anyone just beginning to work with data in the cloud, MC Azure Data Fundamentals Study Guide: Exam DP-900 is a can’t-miss resource for anyone prepping for the DP-900 exam or considering a new career working with Azure data.

Beginning Power BI with Excel 2013

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Author :
Publisher : Apress
ISBN 13 : 1430264462
Total Pages : 309 pages
Book Rating : 4.4/5 (32 download)

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Book Synopsis Beginning Power BI with Excel 2013 by : Dan Clark

Download or read book Beginning Power BI with Excel 2013 written by Dan Clark and published by Apress. This book was released on 2014-10-09 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding your company’s data has never been easier than with Microsoft’s new Power BI package for Excel 2013. Consisting of four powerful tools—Power Pivot, Power View, Power Query and Power Maps—Power BI makes self-service business intelligence a reality for a wide range of users, bridging the traditional gap between Excel users, business analysts and IT experts and making it easier for everyone to work together to build the data models that can give you game-changing insights into your business. Beginning Power BI with Excel 2013 guides you step by step through the process of analyzing and visualizing your data. Daniel R. Clark, an expert in BI training and a regular speaker on these topics, takes you through each tool in turn, using hands-on activities to consolidate what you’ve learned in each chapter. Starting with Power Pivot, you will create robust scalable data models which will serve as the foundation of your data analysis. Once you have mastered creating suitable data models, you will use them to build compelling interactive visualizations in Power View. It’s often necessary to combine data from disparate sources into a data model. Power Query allows you to easily discover, combine, and refine data from a variety of sources, so you can make accurate judgments with all the available information. Geographical awareness is another common requirement of data analysis. Using Power Maps you will create captivating visualizations that map your data in space and time. Beginning Power BI with Excel 2013 is your practical guide to getting maximum insight from your data, and presenting it with impact.

Beginning Microsoft Power BI

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Author :
Publisher : Apress
ISBN 13 : 1484256204
Total Pages : 417 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Beginning Microsoft Power BI by : Dan Clark

Download or read book Beginning Microsoft Power BI written by Dan Clark and published by Apress. This book was released on 2020-02-21 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyze company data quickly and easily using Microsoft’s powerful data tools. Learn to build scalable and robust data models, clean and combine different data sources effectively, and create compelling and professional visuals. Beginning Power BI is a hands-on, activity-based guide that takes you through the process of analyzing your data using the tools that that encompass the core of Microsoft’s self-service BI offering. Starting with Power Query, you will learn how to get data from a variety of sources, and see just how easy it is to clean and shape the data prior to importing it into a data model. Using Power BI tabular and the Data Analysis Expressions (DAX), you will learn to create robust scalable data models which will serve as the foundation of your data analysis. From there you will enter the world of compelling interactive visualizations to analyze and gain insight into your data. You will wrap up your Power BI journey by learning how to package and share your reports and dashboards with your colleagues. Author Dan Clark takes you through each topic using step-by-step activities and plenty of screen shots to help familiarize you with the tools. This third edition covers the new and evolving features in the Power BI platform and new chapters on data flows and composite models. This book is your hands-on guide to quick, reliable, and valuable data insight. What You Will Learn Simplify data discovery, association, and cleansingBuild solid analytical data models Create robust interactive data presentations Combine analytical and geographic data in map-based visualizations Publish and share dashboards and reports Who This Book Is For Business analysts, database administrators, developers, and other professionals looking to better understand and communicate with data

Microsoft Azure Fundamentals Certification and Beyond

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Publisher : Packt Publishing Ltd
ISBN 13 : 1801077126
Total Pages : 424 pages
Book Rating : 4.8/5 (1 download)

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Book Synopsis Microsoft Azure Fundamentals Certification and Beyond by : Steve Miles

Download or read book Microsoft Azure Fundamentals Certification and Beyond written by Steve Miles and published by Packt Publishing Ltd. This book was released on 2022-01-07 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain in-depth knowledge of Azure fundamentals that will make it easy for you to achieve AZ-900 certification Key Features Get fundamental knowledge of cloud concepts and the Microsoft Azure platform Explore practical exercises to gain experience of working with the Microsoft Azure platform in the real world Prepare to achieve AZ-900 certification on the first go with the help of simplified examples covered in the book Book DescriptionThis is the digital and cloud era, and Microsoft Azure is one of the top cloud computing platforms. It’s now more important than ever to understand how the cloud functions and the different services that can be leveraged across the cloud. This book will give you a solid understanding of cloud concepts and Microsoft Azure, starting by taking you through cloud concepts in depth, then focusing on the core Azure architectural components, solutions, and management tools. Next, you will understand security concepts, defense-in-depth, and key security services such as Network Security Groups and Azure Firewall, as well as security operations tooling such as Azure Security Center and Azure Sentinel. As you progress, you will understand how identity, governance, privacy, and compliance are managed in Azure. Finally, you will get to grips with cost management, service-level agreements, and service life cycles. Throughout, the book features a number of hands-on exercises to support the concepts, services, and solutions discussed. This provides you with a glimpse of real-world scenarios, before finally concluding with practice questions for AZ-900 exam preparation. By the end of this Azure book, you will have a thorough understanding of cloud concepts and Azure fundamentals, enabling you to pass the AZ-900 certification exam easily.What you will learn Explore cloud computing with Azure cloud Gain an understanding of the core Azure architectural components Acquire knowledge of core services and management tools on Azure Get up and running with security concepts, security operations, and protection from threats Focus on identity, governance, privacy, and compliance features Understand Azure cost management, SLAs, and service life cycles Who this book is for This Azure fundamentals book is both for those with technical backgrounds and non-technical backgrounds who want to learn and explore the field of cloud computing, especially with Azure. This book will also help anyone who wants to develop a good foundation for achieving advanced Azure certifications. There is no prerequisite for this book except a willingness to learn and explore cloud concepts and Microsoft Azure.

Beginning Build and Release Management with TFS 2017 and VSTS

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Publisher : Apress
ISBN 13 : 1484228111
Total Pages : 566 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Beginning Build and Release Management with TFS 2017 and VSTS by : Chaminda Chandrasekara

Download or read book Beginning Build and Release Management with TFS 2017 and VSTS written by Chaminda Chandrasekara and published by Apress. This book was released on 2017-06-01 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master build and release management with Team Foundation Service and Visual Studio Team Services to facilitate the continuous delivery of software updates to your development team. You'll receive detailed, practical guidance on automating website deployments in Azure App Service, database deployments to Azure platform, Micro Services deployments in Azure Service Fabric, and more. Each deployment is structured with the aid of hands-on lessons in a given target environment designed to empower your teams to achieve successful DevOps. This book provides lessons on how to optimize build release management definitions using capabilities, such as task groups. With the help of practical scenarios, you’ll also learn how to diagnose and fix issues in automated builds and deployments. You’ll see how to enhance the capability of build and release management, using team services/TFS Marketplace extensions and writing your own extensions for any missing functionality via hands-on lessons. What You Will Learn Automate deployment to Azure platform, including Web App Service, Azure SQL and Azure Service Fabric Test automation integration with builds and deployments Perform Dynamic CRM deployment handling and package management with TFS/VSTS Examine requirement to production delivery traceability in practical terms Review cross platform build/deployment capabilities of TFS/VSTS. Who This Book Is For Build/Release Engineers, Configuration Managers, Software Developers, Test Automation Engineers, System Engineers, Software Architects and System/Production Support Engineers or anyone who handles and involves in the software delivery process.

Microsoft SQL Server 2014 Business Intelligence Development Beginner’s Guide

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1849688893
Total Pages : 557 pages
Book Rating : 4.8/5 (496 download)

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Book Synopsis Microsoft SQL Server 2014 Business Intelligence Development Beginner’s Guide by : Reza Rad

Download or read book Microsoft SQL Server 2014 Business Intelligence Development Beginner’s Guide written by Reza Rad and published by Packt Publishing Ltd. This book was released on 2014-05-26 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written in an easy-to-follow, example-driven format, there are plenty of stepbystep instructions to help get you started! The book has a friendly approach, with the opportunity to learn by experimenting. If you are a BI and Data Warehouse developer new to Microsoft Business Intelligence, and looking to get a good understanding of the different components of Microsoft SQL Server for Business Intelligence, this book is for you. It’s assumed that you will have some experience in databases systems and T-SQL. This book is will give you a good upshot view of each component and scenarios featuring the use of that component in Data Warehousing and Business Intelligence systems.