s|ngular Data and Analytics Intro

35
Big Data and Data Science for business optimization data.sngular.team

Transcript of s|ngular Data and Analytics Intro

Page 1: s|ngular Data and Analytics Intro

Big Data and Data Science for business optimization

data.sngular.team

Page 2: s|ngular Data and Analytics Intro

“Essentially, all models are wrong, but some are useful”.

George Box (1919-2013)

2

Page 3: s|ngular Data and Analytics Intro

3

1. Intro2. What we are best at3. Problems we solve4. Methodology in a nutshell5. Some cases6. More info and contact

Page 4: s|ngular Data and Analytics Intro

1. Intro

Big data and Data Science for business optimization 4

Page 5: s|ngular Data and Analytics Intro

Data and Analytics, is the division of s|ngular dedicated to leverage data to optimize business results

5Big data and Data Science for business optimization

Page 6: s|ngular Data and Analytics Intro

Over 20 years of experience. s|ngular works in Spain, USA and Mexico

6

Page 7: s|ngular Data and Analytics Intro

2. What we are best at

7

Page 8: s|ngular Data and Analytics Intro

Over 15 years now dedicated to Data Analytics

8Big data and Data Science for business optimization

Page 9: s|ngular Data and Analytics Intro

Big Data (Hadoop, Spark, Storm, MongoDB, Cassandra, Cloud…)

+Data Science(Machine learning, R, Python,

Scala…)

9Big data and Data Science for business optimization

Page 10: s|ngular Data and Analytics Intro

Best in class at extracting value from

Unstructured (social data, email, sensor data, …)

+Structured data (CRM, ERP, POS, financial

data)

10Big data and Data Science for business optimization

Page 11: s|ngular Data and Analytics Intro

s|ngular Data Academy

Updated training in an ever changing world

Nurturing corporate data talent

11Big data and Data Science for business optimization

Page 12: s|ngular Data and Analytics Intro

12

Data tutorsCustomized learning

Big data and Data Science for business optimization

Page 13: s|ngular Data and Analytics Intro

Common sense Approach

The right balance between analytics, business needs y la operational constraints.

13Big data and Data Science for business optimization

Page 14: s|ngular Data and Analytics Intro

3. Problems we solve

14

Page 15: s|ngular Data and Analytics Intro

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

15Big data and Data Science for business optimization

Page 16: s|ngular Data and Analytics Intro

Some of the opportunities we turn into money

People Analytics

RecruitingPerformance analytics

Talent developmentTalent retentionCompensations

16Big data and Data Science for business optimization

Page 17: s|ngular Data and Analytics Intro

Some of the opportunities we turn into money

eHealth

Voice of the PatientStreamlining of purchaseMining of medical records

Opportunity discoveryKnowledge management

17Big data and Data Science for business optimization

Page 18: s|ngular Data and Analytics Intro

Some of the opportunities we turn into money

Smart Cities

Voice of the CitizenPollution prediction

Smart grids

18Big data and Data Science for business optimization

Page 19: s|ngular Data and Analytics Intro

Some of the opportunities we turn into money

Media industry

Semantic publishingCustomer analytics

19Big data and Data Science for business optimization

Page 20: s|ngular Data and Analytics Intro

Introducing MeaningCloud

Our own platform for text analytics

20Big data and Data Science for business optimization

Page 21: s|ngular Data and Analytics Intro

MeaningCloud. Our own Platform for text analytics!

21

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

Page 22: s|ngular Data and Analytics Intro

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

Page 23: s|ngular Data and Analytics Intro

4. Methodology in a nutshell

23

Page 24: s|ngular Data and Analytics Intro

Maturity model analysis

DescriptiveAnalytics

DiagnosticAnalytics

PredictiveAnalytics

PrescriptiveAnalyticWhat

happened?

Why dit ithappen?

What willhappen

How can we make it happen

24Big data and Data Science for business optimization

Page 25: s|ngular Data and Analytics Intro

Methodology

25Big data and Data Science for businessoptimization

BusinessPROBLEM

DATA

MODEL

VALIDATION

Page 26: s|ngular Data and Analytics Intro

26

Fantastic teams

DataScientist

Data Engineers

ComputationalLinguistsData Managers

Page 27: s|ngular Data and Analytics Intro

TechnologiesBusinessIntelligence• ReportingDashboardsScorecardsOLAPData Visualization…

DataAnalytics

• DataminingTextminingMachineLearningAI…

BigData• NoSQL• Batchprocessing• HPCSparkHadoopStorm…

DataManagement• Data governanceDataWarehouseDatamanagement…

DataBrokerage• Buydata• Selldata

In a nutshell

27Big data and Data Science for business optimization

Page 28: s|ngular Data and Analytics Intro

5. Case studies

28

Page 29: s|ngular Data and Analytics Intro

Telefonica – Vivo (Brazil) - Tackling Churn rate

29

Page 30: s|ngular Data and Analytics Intro

Optimization of the intraday market performance

Page 31: s|ngular Data and Analytics Intro

Optimization of the intraday market performanceExtracting value from the Voice of the Customer <- Contact center, surveys, social…

Page 32: s|ngular Data and Analytics Intro

Models for environmental air, noise and light pollution: data science approach

Page 33: s|ngular Data and Analytics Intro

6. More info?

33

Page 34: s|ngular Data and Analytics Intro

How to partner with s|ngular Data & Analytics

Outsourcing Customprojects

Training34

Page 35: s|ngular Data and Analytics Intro

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