Scaling R for Big Data Venkatesh Sellappa - Teradata Data...
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Scaling R for Big Data Venkatesh Sellappa - Teradata Data Scientist
Transcript of Scaling R for Big Data Venkatesh Sellappa - Teradata Data...
Scaling R for Big Data
Venkatesh Sellappa - Teradata Data Scientist
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Here’s the story line
• What are the market conditions?
• How are we helping customers?
• How – process flow
• Aster R
• End..
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3 © 2015 Teradata
It’s a Data Revolution
HumanGenerated
BusinessGenerated
MachineGenerated
InteractionGenerated
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Internet Economy Data Economy
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The data-driven economy is emerging
1990s NOW
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Teradata serves 2,600+ customers in 77 countries
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Teradata helps you get the most value from data
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End-to-EndSo lu t ions and Serv ices1
Data warehousing
Big data analytics
Marketing applications
You can talk about how we integrate
R into the data Warehouse and big data
Analytics platform
7 © 2015 Teradata
Teradata helps you get the most value from data
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Industry Expertise
and Experience2
Financial Services
Communications
Retail
Manufacturing
Healthcare
Government
Travel/Transportation
Media/Entertainment
Energy/Utilities
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Teradata helps you get the most value from data
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Deep expertise
Analytic engines
Advanced algorithms
Industry acclaimed
Data Analytics
Leadership 3
You can talk about how we provide
R expertise to help businesses solve
Their biggest challenge and convert
Their R scripts to work with big data
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Data AnalyticsAnalyticProcesses
Business
Decision
Business
ProcessDegrees of Integration
Product Offer
Customer
Care
Treatment
Email Offer
Customer
Product
Customer
Risk
Customer
Segments
Customer
Churn
Product
Affinity
Predictive
Part
Customer
LTVReporting
Operational
Intelligence
Predictive Analytics
Path Analytics
Graph Analytics
Machine Learning
Tightly Coupled
Loosely Coupled
Non Coupled
BusinessGenerated
HumanGenerated
InteractionGenerated
MachineGenerated
I don’ t know if you prefer talking to this
slide for the technical audience
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Teradata Scales R for
Teradata Integrated Data Warehouse and
Aster Discovery Platform
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• Aster’s parallel big data algorithms now available via R
• Ability to run R scripts across an MPP Platform
• Build an app to run Rscripts as web apps with AppCenter
Teradata Aster R Package: Big Data? No Problem!
Aster R Package
Utility and Management
Scalable Stats and Big Data
Analytics
Data Exploration & Preparation
R Script Runners
Split/Apply/Combine
SQL-MapReduce® SQL-GR™SQL
Aster Database
Data Scientists Analyst Business CommunityStatisticians
Teradata Aster
AppCenter
appapp
appapp
R Engine
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Join the Leader in Big data and AnalyticsVisit Teradata.com for opportunities.
Enabling data-driven business
Corporate Vision
Providing the world’s best analytic data solutions to drive competitive advantage for our customers
Mission
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