Big Data Visual Analytics and Predictive Analytics Tools

© 2013 Impact Analytix, LLC

Big Data Visual Analytics and Predictive Analytics Tools

Courtesy of: Jen UnderwoodFounder & Principal ConsultantImpact Analytix, LLC

813.435.5344jen@impactanalytix.comwww.impactanalytix.com

q u i c k l y m a k e a p o s i t i v e i m p a c t

© 2013 Impact Analytix, LLC

“Decision making and the techniques and technologies to support and automate it will be the next competitive battleground for organizations. Those who are using business rules, data mining, analytics and optimization today are the shock troops of this next wave of business innovation.”

- Tom Davenport, Competing on Analytics

© 2013 Impact Analytix, LLC

Impact Analytix, LLC

Impact Analytix, LLC is a boutique business intelligence and predictive analytics firm based in Tampa, Florida.

Jen Underwood, Founder & Principal Consultant • ~20 years of business intelligence industry experience

• Former Global Microsoft BI and Analytics Technical Product Manager and seasoned Big-Four Consulting BI Practice Lead

• Passionate technology blogger, evangelist and volunteer, TDWI, BeyeNETWORK, PASS, SharePoint Conference, and Microsoft TechEd

• Bachelor of Business Administration degreeUniversity of Wisconsin Milwaukee

Post Graduate Certificate Computer Science - Data Mining University of California, San Diego

© 2013 Impact Analytix, LLC

Analytic Maturity + Big Data Explosion + Tools

© 2013 Impact Analytix, LLC

What is Visual Analytics

Science of analytical reasoning facilitated by visual interactive interfaces

Integrates new computational and theory-based tools with innovative interactive

techniques and visual representations to enable human-information discourse

Design is based on human cognitive and perceptual principles

© 2013 Impact Analytix, LLC

Who? Big Data Visual Analytics Players

Hunk

© 2013 Impact Analytix, LLC

Highlighted Visual Analytic Tools for Big Data

© 2013 Impact Analytix, LLC

Splunk and “Hunk”Market LeaderData Center Specific SolutionsMonitoring and AlertingData IntegrationDashboards appear rich JSCharts limited to 2000 objectsMobile AppEnterprise App Framework, APIs and App Gallery “Splunkbase”Natural Language SearchKnowledge Mapping

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Datameer

© 2013 Impact Analytix, LLC

Datameer

First true player in 2009Zementis Predictive PMMLRich App GalleryEasy Data IntegrationDashboards weak withstatic chartsChart point render limit unknownLimited ReportingMobile App

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Jaspersoft

© 2013 Impact Analytix, LLC

JaspersoftHadoop connectivity availableData IntegrationSematic Layer and OLAPDashboards weak chartingJFree Chart > 1M point renderingBasic Reporting with reusable controlsSchedulingNo alerting or monitoringMobile AppExtensions App GalleryWhat-If capable Hadoop HBase

or Hive connectivity

© 2013 Impact Analytix, LLC

Tableau

© 2013 Impact Analytix, LLC

TableauPopular w/Hadoop todayUDF Jars, MapReduce, and HiveSemantic LayerMarket leader in DashboardsCharts > 1M point renderingSchedulingNo reporting, alerting or monitoringMobile AppStatistics and trendingBackground images for floor plansR Integration What-If with parameters

© 2013 Impact Analytix, LLC

Karmasphere

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Pentaho

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Hadapt

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Predictive Analytics

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What is Predictive Analytics

Area of statistics around capturing relationships between explanatory variables and predicted variables from past occurrences and using it for prediction

Data Mining, automatically discovering interesting patterns in data

Can apply to unknowns in the Past, Present or Future

Accuracy and usability vary upon level of analysis and quality of assumptions

© 2013 Impact Analytix, LLC

Who? Highlighted Predictive Software Players

© 2013 Impact Analytix, LLC

Highlighted Predictive Toolsfor Big Data

© 2013 Impact Analytix, LLC

Revolution Analytics R RevoConnectR for Hadoop

© 2013 Impact Analytix, LLC

Zementis and Datameer have partnered to deliver predictive analytics on a massive parallel scale

Combines the Zementis Universal PMML Plug‐in for execution of predictive models with the power and scale of Datameer, an end‐to‐end BI solution that includes data source integration, an analytics engine, visualization and dashboarding

Integrated analytics with familiar spreadsheet‐like interface and over 200 built‐in analytic functions and dashboarding visualization for end‐users

Open API's for data integration and analytics allow for custom advanced or custom analytics and custom visualizations

Zementis with Datameer

© 2013 Impact Analytix, LLC

Spotfire MinerTERR and Hadoop

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Mahout

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Rapid Miner Radoop: RapidMiner and Hadoop

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Oracle Data MinerR Connector for Hadoop

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Statsoft Statistica

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SAS Enterprise Miner

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IBM SPSS Modeler

© 2013 Impact Analytix, LLC

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