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Mastering Azure Analytics: Architecting in the Cloud with Azure Data Lake, HDInsight, and Spark

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Microsoft Azure has over 20 platform-as-a-service (PaaS) offerings that can act in support of a big data analytics solution. So which one is right for your project? This practical book helps you understand the breadth of Azure services by organizing them into a reference framework you can use when crafting your own big data analytics solution.

You’ll not only be able to determine which service best fits the job, but also learn how to implement a complete solution that scales, provides human fault tolerance, and supports future needs.

  • Understand the fundamental patterns of the data lake and lambda architecture
  • Recognize the canonical steps in the analytics data pipeline and learn how to use Azure Data Factory to orchestrate them
  • Implement data lakes and lambda architectures, using Azure Data Lake Store, Data Lake Analytics, HDInsight (including Spark), Stream Analytics, SQL Data Warehouse, and Event Hubs
  • Understand where Azure Machine Learning fits into your analytics pipeline
  • Gain experience using these services on real-world data that has real-world problems, with scenarios ranging from aviation to Internet of Things (IoT)
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Information Systems Security: 6th International Conference, ICISS 2010
Information Systems Security: 6th International Conference, ICISS 2010

The number of World Wide Web users has risen to nearly 1.5 billion [58], a fifth of the world’s population. Development of innovative web based technologies has resulted in this explosive growth. Using the Web, end-users have benefited tremendously in numerous areas such as electronic commerce, health care and education. Due to the...

Learning Single Page Web Application Development
Learning Single Page Web Application Development

Build powerful and scalable single-page web applications using a full stack JavaScript environment with Node.js, MongoDB, AngularJS, and the Express framework

About This Book

  • Deal with user authentication on single page web application.
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Programming Languages and their Definition: Selected Papers (Lecture Notes in Computer Science) (v. 177)
Programming Languages and their Definition: Selected Papers (Lecture Notes in Computer Science) (v. 177)

The IBM Vienna Laboratory has made a significant contribution to the work on the semantic description of computer systems. Both the operational semantics descriptions ("VDL") and the later work on denotational semantics ("Meta-IV", "VEM") contain interesting scientific ideas. Partly because of the large...


The Economics of Evaluating Water Projects: Hydroelectricity Versus Other Uses
The Economics of Evaluating Water Projects: Hydroelectricity Versus Other Uses

This book presents research on a kind of water use conflicts that is becoming more and more common and important: How to best manage moving water in times of increasing demand for electricity as well as environmental services. How should decisions be made between water use for electricity generation or for environmental and recreational...

Programming for the Absolute Beginner (No Experience Required)
Programming for the Absolute Beginner (No Experience Required)
Want to learn computer programming but aren't sure where to start? Programming for the Absolute Beginner provides a gentle learning curve in programming for anyone who wants to develop fundamental programming skills and create computer programs. The primary focus is on teaching the reader how to program using a free implementation of BASIC called...
Microservices for the Enterprise: Designing, Developing, and Deploying
Microservices for the Enterprise: Designing, Developing, and Deploying
Understand the key challenges and solutions around building microservices in the enterprise application environment. This book provides a comprehensive understanding of microservices architectural principles and how to use microservices in real-world scenarios.

Architectural challenges using microservices with service
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