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11 Essential Features that Visual Analysis Tools Should Have
[A version of this post appears on the O’Reilly Strata blog.] After recently playing with SAS Visual Analytics, I’ve been thinking about tools for visual analysis. By visual analysis I…
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Scalable streaming analytics using a single-server
[A version of this post appears on the O’Reilly Strata blog.] For many organizations real-time1 analytics entails complex event processing systems (CEP) or newer distributed stream processing frameworks like Storm,…
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Tachyon: An open source, distributed, fault-tolerant, in-memory file system
[A version of this post appears on the O’Reilly Strata blog.] In earlier posts I’ve written about how Spark and Shark run much faster than Hadoop and Hive by1 caching…
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Simpler workflow tools enable the rapid deployment of models
[A version os this post appears on the O’Reilly Strata blog.] Data science often depends on data pipelines, that involve acquiring, transforming, and loading data. (If you’re fortunate most of…