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Reporting, Visualization & Predictive Analytics on Big Data
© 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555
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2 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555
Davy Nys VP EMEA & APAC
Pentaho
Chuck Yarbrough Technical Solutions Marketing Pentaho
Pentaho Webinar Series
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Goals for Today
4
To understand:
• Spectrum of Information Needs
• What to Prepare for to Deliver a Full Business Analytics Solution
• How Predictive Analytics and Big Data are Related
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Why our customers implement business analytics Competitive Advantage in Action
Achieve Compliance • Avoid fines • Assess risk position • Maximise available funding • Provide social and public information
How to sustain gov’t and public trust?
How can we increase growth?
Maximize Revenue • Develop new products • Better understand customer segments • Cross-sell product lines • Shift to appropriate channel
How can we lower costs?
Increase Operational Effectiveness • Improve operational efficiency • Eliminate costly, delayed report generation • Analyze root causes and take corrective action • Leverage existing information/data investments
How to earn loyalty?
Improve Customer Experience • Have informed conversations • Service excellence via access to information • Trusted business partner • Provide rapid response
Spectrum of Information Needs
6 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555
KNOW ANALYZE DISCOVER PREDICT
Full Platform Requirements
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KNOW ANALYZE DISCOVER PREDICT
ACCESS MODEL
SHARE
Data Architecture and Integration Challenges
Data Sources Big Data Architecture
Data Warehouse (Master & Transactional Data)
ERP
CRM
CDR
Analytic Data Mart(s)
Analytic Data Mart(s)
Analytic Data Mart(s)
Logs Logs
Other Data
Raw Data
Parsed Data
Analytic Datasets
Master Data
NOSQL
Data Architecture with Information Needs
Data Sources Big Data Architecture
Data Warehouse (Master & Transactional Data)
ERP
CRM
CDR
Analytic Data Mart(s)
Analytic Data Mart(s)
Analytic Data Mart(s)
Logs Logs
Other Data
Raw Data
Parsed Data
Analytic Datasets
Master Data
NOSQL
KNOW
ANALYZE
DISCOVER
PREDICT
KNOW DISCOVER
KNOW
ANALYZE
DISCOVER
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Why is it so hard to solve the problem? Customer Pressure Points
Business User Demand • Rapid answers to changing questions • Simple & intuitive tools for all • Collaborative & iterative • Fast & easy access to all data sources • Visually pick out trends & outliers
Challenges to Deliver Demands • High cost with budget pressure • Short window to deliver information • Tool complexity • Lack of integration with data sources • Hard to handle data explosion
Resulting Situation • Limited set of users with restricted access • Long time to information delivery: less relevant • High TCO: licenses, training & development • Users do own thing: excel, info silos, bad info • IT is critical path, with long backlog for delivery
Lost opportunity to
gain competitive advantage
Complete Visual Data Management and Big Data Analytics
Hadoop NoSQL Analytic Databases
Data Discovery, Visualization
Enterprise & Ad Hoc Reporting
Data Ingestion, Manipulation,
Integration
Predictive Analytics
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Big Data Analytics Platform
Solution Architecture & Demo
12 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555
Demo
Crossing the Chasm of Predictive Analytics
13 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555
Hardware
(Big) Data Software
Source/copyright: forbes.com
Predictive Analytics Driving Big Data
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Overall Adoption
• Adoption and further development of WEKA, R, Mahout, …
• Going beyond traditional industries
• More correlations, more aspects, more historic data, etc…
• Originally this was held back by the limitations of storage & processing
• More data is being generated & captured
Data Hungry
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• The “Data Scientist” • New generation with a different perspective • Shifts to the individual
New Persona
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Trap of Predictive Analytics
“Don’t Predict if you don’t Know”
15 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555
16 © 2012, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 Source/copyright: The Human Face of Big Data
Solution Architecture & Demo
17 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555
Q & A
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