Tag: fast streaming data
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7 min read
6 Reasons Why Your Machine Learning Project Will Fail to Get Into Production
Read more: 6 Reasons Why Your Machine Learning Project Will Fail to Get Into ProductionThere is a massive difference between generating the input data needed by a Machine Learning model once (to prove a concept), and doing it continuously, indefinitely, at scale, and within short time periods. Years of experience working with disparate and imperfect data…
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7 min read
What the **** is Translytics / a Translytical Database?
Read more: What the **** is Translytics / a Translytical Database?Data is often repeated as the lifeblood of modern business. Companies use data to drive decisions and strategies, as well as run applications based off those decisions (which in turn generates new data for decisions and strategies, which new applications are based…
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7 min read
Beyond Analytics to Real-time Decisions
Read more: Beyond Analytics to Real-time DecisionsCompanies and business leaders are increasingly realizing the advantages and opportunities provided by implementing real-time decision making and action on streams of data. Joe McKendrick, writing for the DBTA thought leadership series, sees the trend as well — and has the evidence…
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7 min read
Fast Data Pipeline Design: Updating Per-Event Decisions by Swapping Tables
Read more: Fast Data Pipeline Design: Updating Per-Event Decisions by Swapping TablesVolt Active Data was one of the first companies to enable a new modern breed of applications, applications that combine streaming, or “fast data”, tightly with big data.We call these applications Fast Data Pipelines. First, a quick high-level summary of the fast…