dr. juan bernabé-moreno, web intelligence and online data science, telefonica germany - "the...
TRANSCRIPT
Dr. Juan Bernabé Moreno
DigitalCommandCenterTheplacewhereDatareallyhelpscrea6ngbusinessvalue14th July 2016
2 Dataconomy–BigDataBerlinv8.0
The IMPULSE: Leading Digital Telco
3 Dataconomy–BigDataBerlinv8.0
CAR
THE CAR DEALER
Source: Zookeeper Movie
4 Dataconomy–BigDataBerlinv8.0
GeorgeA.Akerlof
Seller
BuyerInforma6onAsymmetry
Internettypingthescaleforthebuyer
Seller
Buyer
Internet
5 Dataconomy–BigDataBerlinv8.0
Experts/Testreports
Ra6ngReviews
TrendseMers
QoStools
Expansionplans
Offers
Channels € QoS
Product
Brand
Networkforeachbrand
Campaigns
Informa6onAsymmetry–TelcoasbestexampleLet’ssayweneedatariff
6 Dataconomy–BigDataBerlinv8.0
€ Product
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QoS
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QoS
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QoSBrand
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TheAIMoftheDigitalCommandCenterTo6pthescalebackasmuchaswecan
Seller Buyer
InternetDCC
11 Dataconomy–BigDataBerlinv8.0
Nicevision…
…buthaveyouguysactuallydoneanything?
12 Dataconomy–BigDataBerlinv8.0
13 Dataconomy–BigDataBerlinv8.0
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Data Enabler
Control Application Algorithms (ML) RT Decision Support System
Data Lake
Data Catalogue
What is it you already got?
Methodology
16 Dataconomy–BigDataBerlinv8.0
DataDemocra6za6on–Apre-requisite
src: bigdata-doctor.com/data-democratization-manifesto/
Doyoureallyhaveaccesstoyourowndata?
17 Dataconomy–BigDataBerlinv8.0
TechnologiesOverview
Char6ngandVisualiza6on
Mapping
App.Development
DataAnalysisToolingDataPersistence
18 Dataconomy–BigDataBerlinv8.0
Intelligent“stuff”wearedoing(akaDataScience)
Detec6onofAnomaliesatKPIlevel
KPIsscoringbasedonbusinessimpact
Ac6va6onspredic6onbasedonOnlineOrders
GoalsbreakdownbyBrands,Channels,
product,etc
Recommenda6onalgorithmsbasedonusers
interac6on(re-enforcement)
…
19 Dataconomy–BigDataBerlinv8.0
Wegotalot…butthecoolstuffiss6lltocome!
Initi
al D
rop
Stab
iliza
tion
Assisted Decision making Online War Gaming Self Diagnosis
(Early Warning System) Online Intelligent
Steering
Digital Data Enabler
Toda
y
Machine learning
Human Intelligence
20 Dataconomy–BigDataBerlinv8.0
CAR
..THANK YOU... AND Remember all that next Rme you buy a car
Source: Zookeeper Movie