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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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Global Marketing: A Market-Responsive Approach
Global Marketing: A Market-Responsive Approach

For 2/3 year students in international/global marketing. and post graduate courses in marketing. Critically, it asks the question whether to internationalise at all and looks at deciding which markets to enter and how to enter them. It covers the design, implementation and coordination of a global marketing programme and addresses the...

The Boundary Element Method with Programming: For Engineers and Scientists
The Boundary Element Method with Programming: For Engineers and Scientists
This is a thorough, yet understandable text about the boundary element method (BEM), an attractive alternative to the finite element method (FEM). It not only explains the theory, but also deals with the implementation into computer code written in FORTRAN 95 (software can be freely downloaded). Applications range from potential problems to static...
Learning from Catastrophes: Strategies for Reaction and Response
Learning from Catastrophes: Strategies for Reaction and Response

Breakthrough Best Practices for Managing Extreme Risks–Both Natural and Man-Made

  • How to prepare for risks ranging from financial crises and climate change to pandemics and terrorism
  • Indispensable...

Historic Bridges: Evaluation, Preservation, and Management
Historic Bridges: Evaluation, Preservation, and Management

Explore Historic Bridge Design through the Perspective of Modern Engineering

Historic Bridges:Evaluation, Preservation, and Management provides both an admiring and a technical account of bridge engineering through an exploration of several remarkable examples. From ancient China to modern-day...

Test Driven Development: A Practical Guide
Test Driven Development: A Practical Guide
Foreword by Ron Jeffries
  • The relentlessly practical TDD guide: real problems, real solutions, real code
  • Includes a start-to-finish project written in Java and using JUnit
  • Introduces TDD frameworks for C++, C#/.NET, Python, VB6, and more
  • For every developer and project manager interested...
A Programmer's Introduction to Visual Basic.NET (Kaleidoscope)
A Programmer's Introduction to Visual Basic.NET (Kaleidoscope)
Do you remember the moment when you wrote your first Visual Basic application? For some people, that moment happened ten years ago, when Microsoft released Visual Basic 1.0 in 1991. For others, that moment comes today, when they use Visual Basic.NET for the first time. Whenever it happens, you experience a feeling familiar to all VB programmers:...
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