Mastering Azure Analytics

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

Author: Zoiner Tejada

Publisher: "O'Reilly Media, Inc."

ISBN: 1491956623

Category: Computers

Page: 412

View: 9827

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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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My (Underground) American Dream

My True Story as an Undocumented Immigrant Who Became a Wall Street Executive

Author: Julissa Arce

Publisher: Hachette UK

ISBN: 1455540250

Category: Biography & Autobiography

Page: 320

View: 5747

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A National Bestseller! What does an undocumented immigrant look like? What kind of family must she come from? How could she get into this country? What is the true price she must pay to remain in the United States? JULISSA ARCE knows firsthand that the most common, preconceived answers to those questions are sometimes far too simple-and often just plain wrong. On the surface, Arce's story reads like a how-to manual for achieving the American dream: growing up in an apartment on the outskirts of San Antonio, she worked tirelessly, achieved academic excellence, and landed a coveted job on Wall Street, complete with a six-figure salary. The level of professional and financial success that she achieved was the very definition of the American dream. But in this brave new memoir, Arce digs deep to reveal the physical, financial, and emotional costs of the stunning secret that she, like many other high-achieving, successful individuals in the United States, had been forced to keep not only from her bosses, but even from her closest friends. From the time she was brought to this country by her hardworking parents as a child, Arce-the scholarship winner, the honors college graduate, the young woman who climbed the ladder to become a vice president at Goldman Sachs-had secretly lived as an undocumented immigrant. In this surprising, at times heart-wrenching, but always inspirational personal story of struggle, grief, and ultimate redemption, Arce takes readers deep into the little-understood world of a generation of undocumented immigrants in the United States today- people who live next door, sit in your classrooms, work in the same office, and may very well be your boss. By opening up about the story of her successes, her heartbreaks, and her long-fought journey to emerge from the shadows and become an American citizen, Arce shows us the true cost of achieving the American dream-from the perspective of a woman who had to scale unseen and unimaginable walls to get there.
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