Details

IoT Solutions in Microsoft's Azure IoT Suite


IoT Solutions in Microsoft's Azure IoT Suite

Data Acquisition and Analysis in the Real World

von: Scott Klein

39,26 €

Verlag: Apress
Format: PDF
Veröffentl.: 20.04.2017
ISBN/EAN: 9781484221433
Sprache: englisch

DRM-geschütztes eBook, Sie benötigen z.B. Adobe Digital Editions und eine Adobe ID zum Lesen.

Beschreibungen

Collect and analyze sensor and usage data from Internet of Things applications with Microsoft Azure IoT Suite. Internet connectivity to everyday devices such as light bulbs, thermostats, and even voice-command devices such as Google Home and Amazon.com's Alexa is exploding. These connected devices and their respective applications generate large amounts of data that can be mined to enhance user-friendliness and make predictions about what a user might be likely to do next. Microsoft's Azure IoT Suite is a cloud-based platform that is ideal for collecting data from connected devices. You'll learn in this book about data acquisition and analysis, including real-time analysis. Real-world examples are provided to teach you to detect anomalous patterns in your data that might lead to business advantage. We live in a time when the amount of data being generated and stored is growing at an exponential rate. Understanding and getting real-time insight into these data is critical to business. IoT Solutions in Microsoft's Azure IoT Suite walks you through a complete, end-to-end journey of how to collect and store data from Internet-connected devices. You'll learn to analyze the data and to apply your results to solving real-world problems. Your customers will benefit from the increasingly capable and reliable applications that you'll be able to deploy to them. You and your business will benefit from the gains in insight and knowledge that can be applied to delight your customers and increase the value from their business. What You'll LearnGo through data generation, collection, and storage from sensors and devices, both relational and non-relationalUnderstand, from end to end, Microsoft’s analytic services and where they fit into the analytical ecosystemLook at the Internet of your things and find ways to discover and draw on the insights your data can provideUnderstand Microsoft's IoT technologies and services, and stitch them together for business insight and advantageWho This Book Is ForDevelopers and architects who plan on delivering IoT solutions, data scientists who want to understand how to get better insights into their data, and anyone needing or wanting to do real-time analysis of data from the Internet of Things
IntroductionPart I: Getting Started1. The World of Big Data and IoT2. Generating Data with DevicesPart II: Data on the Move3. Azure IoT Hub4. Ingesting Data with Azure IoT Hub5. Azure Stream Analytics6. Real-Time Data Streaming7. Azure Data Factory8. Integrating Data Between Data Stores Using Azure Data FactoryPart III: Data at Rest9. Azure Data Lake Store10. Azure Data Lake Analytics11. U-SQL12. Azure HDInsight13. Real-time Insights and Reporting on Big Data14. Azure Machine LearningPart IV: More on Cortana Intelligence15. Azure Data Catalog16. Azure Event Hubs
Scott Klein is a Microsoft Data Platform Technical Evangelist who lives and breathes data. His passion for data technologies brought him to Microsoft in 2011 and has allowed him to travel all over the globe evangelizing SQL Server and Microsoft’s cloud data services. Prior to Microsoft, Scott was one of the first four SQL Azure MVPs. Scott has authored several books that talk about SQL Server and Azure SQL Database, and continues to look for ways to help developers and companies grok the benefits of cloud computing. He also thinks “grok” is an awesome word. Scott’s fascination with data and the growth of Big Data and the Internet-of-Things (IoT) technologies has led him to the fantastic world of data discovery and data analytics.
Collect and analyze sensor and usage data from Internet of Things applications with Microsoft Azure IoT Suite. Internet connectivity to everyday devices such as light bulbs, thermostats, and even voice-command devices such as Google Home and Amazon.com's Alexa is exploding. These connected devices and their respective applications generate large amounts of data that can be mined to enhance user-friendliness and make predictions about what a user might be likely to do next. Microsoft's Azure IoT Suite is a cloud-based platform that is ideal for collecting data from connected devices. You'll learn about data acquisition and analysis, including real-time analysis. Real-world examples are provided to teach you to detect anomalous patterns in your data that might lead to business advantage.We live in a time when the amount of data being generated and stored is growing at an exponential rate. Understanding and getting real-time insight into these data is critical to business. IoT Solutions in Microsoft's Azure IoT Suite walks you through a complete, end-to-end journey of how to collect and store data from Internet-connected devices. You'll learn to analyze the data and to apply your results to solving real-world problems. Your customers will benefit from the increasingly capable and reliable applications that you'll be able to deploy to them. You and your business will benefit from the gains in insight and knowledge that can be applied to delight your customers and increase the value from their business. What You Will LearnGo through data generation, collection, and storage from sensors and devices, both relational and non-relationalUnderstand, from end to end, Microsoft’s analytic services and where they fit into the analytical ecosystemLook at the Internet of your things and find ways to discover and draw on the insights your data can provideUnderstand Microsoft's IoT technologies and services, and stitch them together for business insight and advantage
Takes you through data generation, collection, and storage from sensors and devices, both relational and non-relationalProvides an end-to-end understanding of Microsoft’s analytic services and where they fit into the analytical ecosystemTeaches how to look at the Internet of your things and find ways to discover and draw on the insights your data can provide
The increasing number of Internet-connected everyday devices such as thermostats and toasters generate large amounts of data that can be sifted and analyzed to provide insight into how people live and what else they might be persuaded to buy. This book addresses that need for analysis head-on by showing how to collect and analyze data from the Internet of Things using the Microsoft Azure IoT suite. The business value from mining consumer behavior is too great to ignore, and this book addresses the market by providing a solution for grabbing and analyzing the available data. IoT Solutions in Microsoft's Azure IoT Suite is a solution-oriented book helping readers understand the “Internet of Their Things”. Big Data and IoT is about gaining real-time insights into the vast amounts and different types of data generated by everyday devices. Microsoft has spent a significant amount of time creating technologies and services that help companies gain valuable insights into the ever-increasing amounts of data being generated. The key is understanding how these technologies and services are used together effectively and efficiently to solve the big data problems. Readers will come away with the in-depth knowledge of how to solve the real-world data challenges facing organizations today.

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