s|ngular Data and Analytics Intro
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Transcript of s|ngular Data and Analytics Intro
Big Data and Data Science for business optimization
data.sngular.team
“Essentially, all models are wrong, but some are useful”.
George Box (1919-2013)
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1. Intro2. What we are best at3. Problems we solve4. Methodology in a nutshell5. Some cases6. More info and contact
1. Intro
Big data and Data Science for business optimization 4
Data and Analytics, is the division of s|ngular dedicated to leverage data to optimize business results
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Over 20 years of experience. s|ngular works in Spain, USA and Mexico
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2. What we are best at
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Over 15 years now dedicated to Data Analytics
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Big Data (Hadoop, Spark, Storm, MongoDB, Cassandra, Cloud…)
+Data Science(Machine learning, R, Python,
Scala…)
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Best in class at extracting value from
Unstructured (social data, email, sensor data, …)
+Structured data (CRM, ERP, POS, financial
data)
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s|ngular Data Academy
Updated training in an ever changing world
Nurturing corporate data talent
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Data tutorsCustomized learning
Big data and Data Science for business optimization
Common sense Approach
The right balance between analytics, business needs y la operational constraints.
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3. Problems we solve
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Some of the opportunities we turn into money
360º Customer Analytics
Voice of the CustomerFidelity enhancement and Churn
Life Time Value segmentationRecommenders: products that
best sell togetherClustering driven discovery
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Some of the opportunities we turn into money
People Analytics
RecruitingPerformance analytics
Talent developmentTalent retentionCompensations
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Some of the opportunities we turn into money
eHealth
Voice of the PatientStreamlining of purchaseMining of medical records
Opportunity discoveryKnowledge management
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Some of the opportunities we turn into money
Smart Cities
Voice of the CitizenPollution prediction
Smart grids
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Some of the opportunities we turn into money
Media industry
Semantic publishingCustomer analytics
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Introducing MeaningCloud
Our own platform for text analytics
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MeaningCloud. Our own Platform for text analytics!
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The easiest way of embedding semantic analysis into your applications.Delivered as a set of standard REST APIs.Integrable: add-in for Excel, SDKs, plug-ins.Totally customizable for maximum accuracy.Available in the cloud and on-premises.
Try it for free at www.meaningcloud.com
Big data and Data Science for business optimization
Extracting value from unstructured data with
Voices of the Customer and of the Employee
Voice of the Citizen
Knowledge Management…
Intelligent Content…
Knowledge Management
Intelligent Content
4. Methodology in a nutshell
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Maturity model analysis
DescriptiveAnalytics
DiagnosticAnalytics
PredictiveAnalytics
PrescriptiveAnalyticWhat
happened?
Why dit ithappen?
What willhappen
How can we make it happen
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Methodology
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BusinessPROBLEM
DATA
MODEL
VALIDATION
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Fantastic teams
DataScientist
Data Engineers
ComputationalLinguistsData Managers
TechnologiesBusinessIntelligence• ReportingDashboardsScorecardsOLAPData Visualization…
DataAnalytics
• DataminingTextminingMachineLearningAI…
BigData• NoSQL• Batchprocessing• HPCSparkHadoopStorm…
DataManagement• Data governanceDataWarehouseDatamanagement…
DataBrokerage• Buydata• Selldata
In a nutshell
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5. Case studies
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Telefonica – Vivo (Brazil) - Tackling Churn rate
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Optimization of the intraday market performance
Optimization of the intraday market performanceExtracting value from the Voice of the Customer <- Contact center, surveys, social…
Models for environmental air, noise and light pollution: data science approach
6. More info?
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How to partner with s|ngular Data & Analytics
Outsourcing Customprojects
Training34
Altavista BusinessCenterAv Universidad11341ºCol.Xoco Del.Benito Juárez,03330
MEXICODF,MXAv.delLlano Castellano,135ºA28034Madrid
MADRID,ES54W.40thSt.New York,NY 10018
NEWYORK,US
data.sngular.team