3 analytic strategies shree dandekar dell 12-10-13
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Transcript of 3 analytic strategies shree dandekar dell 12-10-13
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ConfidentialDell - Critical Handling - Confidential
Confidential
Big Data Analytic Strategies
Mark Davis aka “The Reincarnated Indian”
Twit: @shree_dandekar
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Actionable Insights
Data Volumes
Data Sources
Smart Business Queries
Economics
Technologies
Non-traditional
TB’s PB’s EB’s ZB’s YB’s …
Performance and price optimized business analytics solutions (includes hardware and software)
Distributed Parallel Processing architectures
Highly Scalable commodity hardware
ACID free approach MapReduce-style
programming models
Unstructured data Blogs, Text, chats Images, Videos System Logs Weak relational schema
Sensors RFID Devices Traditional applications Web Servers
Which region should I increase my marketing /sales efforts in?
Who are my top paying customers?
How to increase my customer loyalty?
Any Data Actionable Insights
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3 Dell Software Group
Unmet needs in Big Data…
Emerging TechnologiesNeeds
Data Scientist as-a-ServiceReady made Industry specific analytics
Faster time to insights Real-time Data Integration
Rich VisualizationsSelf-Service driven Insights.
Bigger & Longer Queries or analysisHandling complex data sets
Data SecurityEthics & Privacy.
In-memory enabled databases/analytic toolsAgile Data manipulation
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4 Dell Software Group
Attaining NIRVANA…
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5Dell Software Group
…requires incremental investments!
Proactive reporting
Information consolidation
Casual data access and analysis
Predictive analytics
Cognitive
analytics
Inc
reasi
ng
matu
rity
Spreadsheets and lack of systematic analysis
Budget constraints, poor data integration, poor data quality
Slow and lengthy BI projects and poor data interactivity
Inadequate level of executive support and limited skills
Under-developed tools and limited skill sets
What’s lacking Capabilities to build
Pivot tables, operational reporting
Data modeling, Database and data warehouse design
Data quality, master data management
BI and dashboards, KPI metric design, data governance
Data mining, forecast modeling, trend metrics, machine learning
Social listening, sentiment analysis, pattern recognition
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Confidential
Dell - Critical Handling - Confidential
Confidential
Thank You
Shree DandekarDirector of BI/Analytics
Twit - @shree_dandekar