Inspire 2013 - Cutting through the Hype of Big Data - Teradata
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Transcript of Inspire 2013 - Cutting through the Hype of Big Data - Teradata
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Cutting Through The Hype: What You Really Need To Know About Big Data Bill Franks
Chief Analytics Officer
Teradata
@Teradata / @billfranksga
Business Leadership track
March 6, 2013
10:15 – 11:00 am
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Is The Big Data Bubble Ready To Burst?
Yes …
… and No…
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Big Data Provides New Sources For Insight
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The Key Is To Make The Insights Operational
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The Big Data Tidal Wave Is Coming…
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Paradigm Shift: You Must Let A Lot Of Big Data Go
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Structure Your Unstructured Data
Match!!!
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Structure Your Unstructured Data
The new Platinum Line is very good. It
is even better than XYZ Corp’s product!
Information Extracted:
Who? Bill Franks (customer 123456)
When? 12:00 on 7/7/2012
Mentioned Platinum Line? Yes = 1
Sentiment positive? Yes = 1
Compared to competition favorably? Yes = 1
Mentioned New Promotion? No = 0
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There Is No “Easy Button” For Big Data!
Even with new technologies in place, it is still up to you to build the
analytic processes your organization requires
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Big Data Requires Big Judgment
It may seem counter-intuitive at first, but more data can lead to the
need for more judgment, not less!
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Utilize New Classes Of Analytics
Statistics
Graph Analysis Geospatial
Forecasting
Traditional analytic approaches
must be augmented with new
approaches
Text Analysis
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Who Knew????
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Build Your Team In A Smart Manner
Everyone on a championship teams is not an all-star!
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You Must Have An Agile Platform For Discovery
• The discovery, exploration, and development process should enable
agility and have limited constraints
• However, deploying processes into production should still be done in
a way that ensures quality & reliability
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You Need A Unified Big Data Architecture
ADVANCED ANALYTICS
Your environment must enable any analysis against any type or volume of
data at any time…
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Adding Governance To Analytic Processes
• Too much governance up front will stifle innovation and hamper progress
• Giving no thought to governance up front can lead to trouble
• Have a governance framework in place from the start, but utilize it
minimally until implementation
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To Succeed, You Must Follow Through On Discoveries
Marketing & PR:
Internal & External Support:
For Users & Applications
Deployment:
Planning,
Implementation &
Management
It’s
Here!
When an analysis is complete, there is still a lot of work to do if the
effort will be judged a success
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Start Small With Big Data!
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Today’s Big Data Is Not Tomorrow’s Big Data…
Thank You!
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Bill Franks
Chief Analytics Officer
Teradata
@Teradata / @billfranksga