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“Yo soy tu consumidor”
Conociendo y entendiendo
a tu cliente mediante
monitoreo, analíticos y
Big Data.
Simón Torres
CRM & CX Solution Specialist
1

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48
Big Data Market
CAGR next 5 years
(data in billions)

53.4

32.1

5.1

of data management
16.8
10.2 professionals consider
BIG DATA an opportunity

2012

2013

Source: http://wikibon.org/wiki/v/Big_Data_Market_Size_and_Vendor_Revenues
4
Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

2014

2015

2016

2017
VOLUME

5

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

VELOCITY

VARIETY
is realized with

VOLUME

6

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

VELOCITY

VARIETY
!

!

!

!
!

Customer
Analytics

7

New Market
Opportunity

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Business
Performance

!

Risk
Management
executives who would
grade themselves C or
lower in preparedness

executives who say
drawing intelligence
organization is priority
from data is top losing

believe their
revenue as a result of not being
able to fully leverage information

Source: Oracle Research Study - From Overload to Impact: An Industry Scorecard on Big Data Business Challenges, July 2012
8
Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
BIG DATA

VISUALIZATION
IN-MEMORY

9

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

MOBILE
Stale Data

Gather and
Organize All Data

10

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Islands
of Data

Drowning in
Spreadsheets

Lack of
Data Skill
11

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
A Better Approach
BIG DATA

IN-MEMORY

A

MOBILE

VISUALIZATION

BETTER

APPROACH
MOBILE

BIG DATA

IN-MEMORY

+

12

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

+

+

VISUALIZATION
A
FOR VALUE

13

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
Oracle Business Analytics

ANY
DATA

14

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Discover
Analyze
Plan
Predict

BETTER
DECISIONS
FASTER
ACTION
Driving Better Business Outcomes

Exalytics
Big Data
Appliance

15

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Exadata
Value of Engineered Systems

00:02
00:01
00:00

Enterprise-Scale
Performance

16

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Faster Time
to Production

Reduce
Costs
Oracle Business Analytics

ANY
DATA

17

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Discover
Analyze
Plan
Predict

BETTER
DECISIONS
FASTER
ACTION
of the information
you need is
unstructured

Source: Fill in
18
Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
Valor de los Datos No Estructurados
Algo
importante
30%

Extremad
amente
importante
18%
No sé, 6%

Muy
importante
39%

Source: Unisphere Research, 2011

No
imoprtan
hoy 8%

¿Qué tan
importante son
los datos no
estructurados
para el negocio?
Volumen: Un día en Internet…

Source: MBAonline.com
Los Retos de la Información No Estructurada
MUCHO TEXTO, EN
DIFERENTES ESQUEMAS

A

Los datos crecen
en Volúmen y
Diversidad

XML

80% UNSTRUCTURED

20% STRUCTURED
Business Intelligence
y Data Warehouses

Texto de
Aplicaciones
Empresariales

Gestores de Contenido,
File Systems, Email

Websites

Social Media

Big Data
Descubriendo Información
Un Requerimiento de Amplias Capacidades
Nuevos Datos

+

+
Rápida
combinación de
fuentes existentes.

Nuevos Patrones

Nuevas Preguntas

Exploración libre a
través de una amplia
gama de caracteristicas
de los datos.

Visualizaciones
interactivas que revelan
información oculta en
los datos.
Hand-Crafted
Solutions

Open Source

Finished
Products

Web-Based
Companies

In-House
Expertise

Retailers,
Social Media

Established
Companies

Averse to
Risk & Cost
Lack Technical
Teams

Short Paths
to Solutions

Early Adopters

Source: Oracle’s All-Out Assault on the Big Data Market: Offering Hadoop, R, Cubes and Scalable IMDB in Familiar Packages, 2012
23
Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Next Wave
Oracle Big Data Appliance
Big Data
• 
for Big Data processing
• 
• 

NoSQL, Cloudera Hadoop, Oracle R

• 

• 

Servers,
RAM,
Rack; easy rack expansion

Oracle Loader, Oracle Data Integrator,
HDFS Connector for integration

Integrates into your
architecture
• 

24

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Streams data into Exadata
@15 TB/hour

Storage/
Oracle Exadata
Your Data
• 
• 

Database server pool

• 

Storage server pool

• 

InfiniBand network

• 
• 

faster load and query times

• 

storage savings,
and lot less space

less power,

• 

Lower data center costs through
consolidation

• 

25

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
Oracle Business Analytics
Drive Better Business Outcomes

ANY
DATA

26

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Discover
Analyze
Plan
Predict

BETTER
DECISIONS
FASTER
ACTION
Why & How

FASTER
ACTION
27

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Visualize the
Best Course
of Action?

Analyze & Act
in Real-Time

Update Forecasts
Daily or Hourly

What-if
Analysis
of executives say
too much critical
information is
delivered too late

Source: Aberdeen Group – January 2012, survey of 247 executives - Data Management for BI – Big Data, Bigger Insight, Superior Performance
28
Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
Oracle Exalytics In-Memory Machine
•  In-Memory Processing
• 

Responsiveness And
Throughput
• 
Columnar Storage &
Compression

Discover

•  Frequently Used Data is
Predict

Analyze
• 

• 
Plan

29

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Interactivity

Sub-Second

Desktop And Mobile
User Experience
•  Tightly integrated with Exadata
and Big Data Appliance
Oracle Business Analytics
Drive Better Business Outcomes

ANY
DATA

30

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Discover
Analyze
Plan
Predict

BETTER
DECISIONS
FASTER
ACTION
Diverse
Information
Why do they
feel that way?

The Mystery of

?
31

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Why did
this happen?
Oracle Information Discovery
Rapid, Intuitive Exploration Of Data From Any Combination Of Sources
• 
• 
• 
• 
• 

Unprecedented Information Visibility
Leverage Existing BI Investments
Self-Service Data Discovery
Reduced IT Costs, Better Business
Decisions

• 
• 
• 
• 
• 

32

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Contextual Search, Navigation,
Analytics
Dynamic Data and Metadata
Content Acquisition and Text
Enrichment
In-Memory Performance
Oracle Business Analytics
Drive Better Business Outcomes

ANY
DATA

33

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Discover
Analyze
Plan
Predict

BETTER
DECISIONS
FASTER
ACTION
TRENDS

ANOMALY

Common
Platform

34

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Embedded
Intelligence

User
Experience
In-Memory Business Intelligence
ERP
ANALYTICS

CRM
ANALYTICS

INDUSTRY
ANALYTICS

YOUR
ANALYTICS

Over 80 Best Practice Analytics Apps

Integrated Business
Intelligence Platform
Oracle
EBS
Siebel

35

JDE

PSFT

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Fusion
Apps

Universal

Syndicated

SAP
Intelligence Embedded in Business Processes

ORACLE
APPLICATIONS
BUSINESS
PROCESSES

36

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
Oracle Business Analytics
“Insight to Action” With Contextual Integration
INSIGHT
Late Payment
Trend

Headcount
Budget Analysis

Forecast
Update

Supply
Shortfall

Poor Campaign
Results
__
__
__
__
_

Finance

HR

Sales

Supply Chain

Marketing

Hold Credit

Approve Hire

Approve Discount

Change Request

Redirect Funds

ACTION

37

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
Rich User Experience—Available Anywhere,
Anytime

38

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Insert Information Protection Policy Classification from Slide 13
Oracle Business Analytics
Drive Better Business Outcomes

ANY
DATA

39

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Discover
Analyze
Plan
Predict

BETTER
DECISIONS
FASTER
ACTION
BUDGET

BUDGET

IMPROVE

BUDGET
BUDGET

BUDGET

BUDGET

OF FORECASTS

ACTUALS
ACTUALS
ACTUALS
ACTUALS

40

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

ACTUALS

ACTUALS

BUDGET

ACTUALS
Oracle Enterprise Planning Solutions
Leverages Business Analytics to Improve Business Predictability
Strategic
Planning

Rolling
Forecast

Operational
Planning

41

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Enterprise	
  
Planning	
  
Pla.orm	
  

Financial
Budgeting

Workforce,
Capital and
Project
Planning
Case Study: General Dynamics
Improves Budgeting and Planning
and Accelerates Rate Changes
§  Consolidated numerous disparate

planning applications
§  Reduced time, from two weeks to one day
§  Integrated data from multiple ERP systems
§  Improved visibility into project performance
§  Provided user-friendly dashboards
§  Accelerated the pace for developing

forward-pricing rates

42

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
Oracle Business Analytics
Drive Better Business Outcomes

ANY
DATA

43

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Discover
Analyze
Plan
Predict

BETTER
DECISIONS
FASTER
ACTION
Predictive Analytics: Example
Browsing
History
σ

Purchase
History
Target Audience
Social
Stats

44

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Predictive Modeling
Insight
& Forecast

CHOICES / ASSETS

Self-Learning
Loop

Real-Time
Recommendations

Decisions
Performance Goals

σ

Real-Time
Context & Data
45

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Predictive Modeling
R Statistical Programming Language
• 

PCA 5

online

•  Used for
and graphics

returns

users

history

• 

sales

Clustering 4 Groups

Factor 1
28
16
2

80

46

60

40

language
and environment

20

0

1

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Factor 3

in easily
producing publicationquality plots

• 

statistical packages

• 

with
open source community
Oracle R Enterprise Approach

• 

• 

Data and statistical
analysis are
run in-database
in business
processes

• 

Oracle
Data Mining

47

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

and
• 

WHY

• 

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Analytic Applications

• 

?

Business Intelligence

• 

Blueprint for
Better Outcomes

48

Business Analytics
Data Warehousing

• 

of analytics

•  Systems
• 

engineered system
for in-memory analytics
Oracle Business Analytics

ANY
DATA

49

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Discover
Analyze
Plan
Predict

BETTER
DECISIONS
FASTER
ACTION
Oracle Business Analytics
Drive Better Business Outcomes

Exalytics
Big Data
Appliance

50

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

Exadata
Adoption & Optimization of Oracle Technology
Using Best Practices & Product Expertise
Architecture, Planning,
Implementation Services
Complete Support for Oracle Software,
Hardware, Engineered Systems
Mission Critical Support Services for All
Oracle Applications and Technologies
Your Complete Training Source for
Oracle Software and Hardware
The Power of Oracle in the Cloud

51

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52

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Insert Information Protection Policy Classification from Slide 13
53

Copyright © 2012, Oracle and/or its affiliates. All rights reserved.

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Conociendo y entendiendo a tu cliente mediante monitoreo, analíticos y big data

  • 1. “Yo soy tu consumidor” Conociendo y entendiendo a tu cliente mediante monitoreo, analíticos y Big Data. Simón Torres CRM & CX Solution Specialist 1 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 2. 2 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Insert Information Protection Policy Classification from Slide 13
  • 3. 3 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Insert Information Protection Policy Classification from Slide 13
  • 4. 48 Big Data Market CAGR next 5 years (data in billions) 53.4 32.1 5.1 of data management 16.8 10.2 professionals consider BIG DATA an opportunity 2012 2013 Source: http://wikibon.org/wiki/v/Big_Data_Market_Size_and_Vendor_Revenues 4 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. 2014 2015 2016 2017
  • 5. VOLUME 5 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. VELOCITY VARIETY
  • 6. is realized with VOLUME 6 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. VELOCITY VARIETY
  • 7. ! ! ! ! ! Customer Analytics 7 New Market Opportunity Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Business Performance ! Risk Management
  • 8. executives who would grade themselves C or lower in preparedness executives who say drawing intelligence organization is priority from data is top losing believe their revenue as a result of not being able to fully leverage information Source: Oracle Research Study - From Overload to Impact: An Industry Scorecard on Big Data Business Challenges, July 2012 8 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 9. BIG DATA VISUALIZATION IN-MEMORY 9 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. MOBILE
  • 10. Stale Data Gather and Organize All Data 10 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Islands of Data Drowning in Spreadsheets Lack of Data Skill
  • 11. 11 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 12. A Better Approach BIG DATA IN-MEMORY A MOBILE VISUALIZATION BETTER APPROACH MOBILE BIG DATA IN-MEMORY + 12 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. + + VISUALIZATION
  • 13. A FOR VALUE 13 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 14. Oracle Business Analytics ANY DATA 14 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Discover Analyze Plan Predict BETTER DECISIONS FASTER ACTION
  • 15. Driving Better Business Outcomes Exalytics Big Data Appliance 15 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Exadata
  • 16. Value of Engineered Systems 00:02 00:01 00:00 Enterprise-Scale Performance 16 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Faster Time to Production Reduce Costs
  • 17. Oracle Business Analytics ANY DATA 17 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Discover Analyze Plan Predict BETTER DECISIONS FASTER ACTION
  • 18. of the information you need is unstructured Source: Fill in 18 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 19. Valor de los Datos No Estructurados Algo importante 30% Extremad amente importante 18% No sé, 6% Muy importante 39% Source: Unisphere Research, 2011 No imoprtan hoy 8% ¿Qué tan importante son los datos no estructurados para el negocio?
  • 20. Volumen: Un día en Internet… Source: MBAonline.com
  • 21. Los Retos de la Información No Estructurada MUCHO TEXTO, EN DIFERENTES ESQUEMAS A Los datos crecen en Volúmen y Diversidad XML 80% UNSTRUCTURED 20% STRUCTURED Business Intelligence y Data Warehouses Texto de Aplicaciones Empresariales Gestores de Contenido, File Systems, Email Websites Social Media Big Data
  • 22. Descubriendo Información Un Requerimiento de Amplias Capacidades Nuevos Datos + + Rápida combinación de fuentes existentes. Nuevos Patrones Nuevas Preguntas Exploración libre a través de una amplia gama de caracteristicas de los datos. Visualizaciones interactivas que revelan información oculta en los datos.
  • 23. Hand-Crafted Solutions Open Source Finished Products Web-Based Companies In-House Expertise Retailers, Social Media Established Companies Averse to Risk & Cost Lack Technical Teams Short Paths to Solutions Early Adopters Source: Oracle’s All-Out Assault on the Big Data Market: Offering Hadoop, R, Cubes and Scalable IMDB in Familiar Packages, 2012 23 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Next Wave
  • 24. Oracle Big Data Appliance Big Data •  for Big Data processing •  •  NoSQL, Cloudera Hadoop, Oracle R •  •  Servers, RAM, Rack; easy rack expansion Oracle Loader, Oracle Data Integrator, HDFS Connector for integration Integrates into your architecture •  24 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Streams data into Exadata @15 TB/hour Storage/
  • 25. Oracle Exadata Your Data •  •  Database server pool •  Storage server pool •  InfiniBand network •  •  faster load and query times •  storage savings, and lot less space less power, •  Lower data center costs through consolidation •  25 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 26. Oracle Business Analytics Drive Better Business Outcomes ANY DATA 26 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Discover Analyze Plan Predict BETTER DECISIONS FASTER ACTION
  • 27. Why & How FASTER ACTION 27 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Visualize the Best Course of Action? Analyze & Act in Real-Time Update Forecasts Daily or Hourly What-if Analysis
  • 28. of executives say too much critical information is delivered too late Source: Aberdeen Group – January 2012, survey of 247 executives - Data Management for BI – Big Data, Bigger Insight, Superior Performance 28 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 29. Oracle Exalytics In-Memory Machine •  In-Memory Processing •  Responsiveness And Throughput •  Columnar Storage & Compression Discover •  Frequently Used Data is Predict Analyze •  •  Plan 29 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Interactivity Sub-Second Desktop And Mobile User Experience •  Tightly integrated with Exadata and Big Data Appliance
  • 30. Oracle Business Analytics Drive Better Business Outcomes ANY DATA 30 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Discover Analyze Plan Predict BETTER DECISIONS FASTER ACTION
  • 31. Diverse Information Why do they feel that way? The Mystery of ? 31 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Why did this happen?
  • 32. Oracle Information Discovery Rapid, Intuitive Exploration Of Data From Any Combination Of Sources •  •  •  •  •  Unprecedented Information Visibility Leverage Existing BI Investments Self-Service Data Discovery Reduced IT Costs, Better Business Decisions •  •  •  •  •  32 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Contextual Search, Navigation, Analytics Dynamic Data and Metadata Content Acquisition and Text Enrichment In-Memory Performance
  • 33. Oracle Business Analytics Drive Better Business Outcomes ANY DATA 33 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Discover Analyze Plan Predict BETTER DECISIONS FASTER ACTION
  • 34. TRENDS ANOMALY Common Platform 34 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Embedded Intelligence User Experience
  • 35. In-Memory Business Intelligence ERP ANALYTICS CRM ANALYTICS INDUSTRY ANALYTICS YOUR ANALYTICS Over 80 Best Practice Analytics Apps Integrated Business Intelligence Platform Oracle EBS Siebel 35 JDE PSFT Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Fusion Apps Universal Syndicated SAP
  • 36. Intelligence Embedded in Business Processes ORACLE APPLICATIONS BUSINESS PROCESSES 36 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 37. Oracle Business Analytics “Insight to Action” With Contextual Integration INSIGHT Late Payment Trend Headcount Budget Analysis Forecast Update Supply Shortfall Poor Campaign Results __ __ __ __ _ Finance HR Sales Supply Chain Marketing Hold Credit Approve Hire Approve Discount Change Request Redirect Funds ACTION 37 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 38. Rich User Experience—Available Anywhere, Anytime 38 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Insert Information Protection Policy Classification from Slide 13
  • 39. Oracle Business Analytics Drive Better Business Outcomes ANY DATA 39 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Discover Analyze Plan Predict BETTER DECISIONS FASTER ACTION
  • 40. BUDGET BUDGET IMPROVE BUDGET BUDGET BUDGET BUDGET OF FORECASTS ACTUALS ACTUALS ACTUALS ACTUALS 40 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. ACTUALS ACTUALS BUDGET ACTUALS
  • 41. Oracle Enterprise Planning Solutions Leverages Business Analytics to Improve Business Predictability Strategic Planning Rolling Forecast Operational Planning 41 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Enterprise   Planning   Pla.orm   Financial Budgeting Workforce, Capital and Project Planning
  • 42. Case Study: General Dynamics Improves Budgeting and Planning and Accelerates Rate Changes §  Consolidated numerous disparate planning applications §  Reduced time, from two weeks to one day §  Integrated data from multiple ERP systems §  Improved visibility into project performance §  Provided user-friendly dashboards §  Accelerated the pace for developing forward-pricing rates 42 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 43. Oracle Business Analytics Drive Better Business Outcomes ANY DATA 43 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Discover Analyze Plan Predict BETTER DECISIONS FASTER ACTION
  • 44. Predictive Analytics: Example Browsing History σ Purchase History Target Audience Social Stats 44 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Predictive Modeling
  • 45. Insight & Forecast CHOICES / ASSETS Self-Learning Loop Real-Time Recommendations Decisions Performance Goals σ Real-Time Context & Data 45 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Predictive Modeling
  • 46. R Statistical Programming Language •  PCA 5 online •  Used for and graphics returns users history •  sales Clustering 4 Groups Factor 1 28 16 2 80 46 60 40 language and environment 20 0 1 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Factor 3 in easily producing publicationquality plots •  statistical packages •  with open source community
  • 47. Oracle R Enterprise Approach •  •  Data and statistical analysis are run in-database in business processes •  Oracle Data Mining 47 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. and
  • 48. •  WHY •  Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Analytic Applications •  ? Business Intelligence •  Blueprint for Better Outcomes 48 Business Analytics Data Warehousing •  of analytics •  Systems •  engineered system for in-memory analytics
  • 49. Oracle Business Analytics ANY DATA 49 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Discover Analyze Plan Predict BETTER DECISIONS FASTER ACTION
  • 50. Oracle Business Analytics Drive Better Business Outcomes Exalytics Big Data Appliance 50 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Exadata
  • 51. Adoption & Optimization of Oracle Technology Using Best Practices & Product Expertise Architecture, Planning, Implementation Services Complete Support for Oracle Software, Hardware, Engineered Systems Mission Critical Support Services for All Oracle Applications and Technologies Your Complete Training Source for Oracle Software and Hardware The Power of Oracle in the Cloud 51 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.
  • 52. 52 Copyright © 2012, Oracle and/or its affiliates. All rights reserved. Insert Information Protection Policy Classification from Slide 13
  • 53. 53 Copyright © 2012, Oracle and/or its affiliates. All rights reserved.