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Offers researchers and teachers an introduction to clustering, which is a prominent class of unsupervised machine learning... Læs mere
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A quick, clearly written introduction to the use of SQL to store and retrieve information
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This witty book helps you understand how data compression algorithms work-in theory and practice-so you can choose the best solution among all the available compression tools.
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Big Data has the power to change all aspects of agriculture, environmental protection and... Læs mere
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This book considers the role of the open data movement in fostering transformation toward a 'knowledge society'.
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Time series data is of growing importance, especially with the rapid expansion of the Internet of Things. This concise guide shows you effective ways to collect, persist, and access large-scale time series data for analysis.
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How can you take advantage of the HipHop Virtual Machine (HHVM) and the Hack programming language, two new technologies that Facebook developed to run their web servers? With this... Læs mere
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Get a solid grounding in Apache Oozie, the workflow scheduler system for managing Hadoop jobs. With this hands-on guide, two experienced Hadoop practitioners walk you through the intricacies of this powerful and flexible platform, with numerous examples and real-world use cases.
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Data analysis is more than means and standard deviations. This ebook is a case study of how you can push R into new territory to analyze online real-world data.