How to start big data projects?
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Transcript of How to start big data projects?
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How to start Big Data projects?
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About Me
Agnieszka Zdebiak @AZdebiak
Agnieszka.Zdebiak.com
15 years experiencesoftware designerdata scientist
BigB.itDataSci.EU
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Big Data Roadmap
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2003
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2005
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2007
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2009
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2012
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2013
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2014
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Big Data Roadmap
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Examples of project objectives
BANKING/CREDIT - loan approvals in seconds, flexible rates based on live market data
FINANCE AND CONTROL - profitability analysis, in any dimension, on Big Data, all in seconds
HEALTHCARE - real-time diagnostic monitoring analytics (improve service, predictive healthcare)
PHARMACEUTICAL - analytics for on-demand clinical trial management (speed time to market)
PUBLIC - transportation and traffic analysis from GPS data (helps keep the city running)
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Examples of project objectives
RETAIL - balancing point-of-sale (POS) data against production and logistics to minimize inventory
RETAIL - capitalize on trending sales data - as it happens, using POS analytics to set pricing, create promotions in minutes, by region, by demographic, even create mirco-promotions
RETAIL - social media analytics and reporting, to set campaigns and promotions based on trending patterns and predictive analysis
TELECOM - improve customer service and satisfaction via call detail records (CDR) analytics
UTILITIES - smart meter analytics (optimize rates, load-balance the grid, offer discounts)
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Start big data project
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Start big data project
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Complete team
Source: Doing Data Science
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Complete team
Source System Specialists
Hadoop Specialists
BI Developers \ Data Scientists
IT Infrastructure Specialists