3 analytic strategies shree dandekar dell 12-10-13

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Confidential Dell - Critical Handling - Confidential Confidential Big Data Analytic Strategies Mark Davis aka “The Reincarnated Indian” Twit: @shree_dandekar

Transcript of 3 analytic strategies shree dandekar dell 12-10-13

Page 1: 3 analytic strategies shree dandekar dell 12-10-13

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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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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…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