Big Data Visual Analytics and Predictive Analytics Tools


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Highlighted Tools that are used for Big Data Visual Analytics and Predictive Analytics.

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Big Data Visual Analytics and Predictive Analytics Tools

  1. 1. quickly make a positive impact Courtesy of: Jen Underwood Founder & Principal Consultant Impact Analytix, LLC 813.435.5344 © 2013 Impact Analytix, LLC Big Data Visual Analytics and Predictive Analytics Tools
  2. 2. “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
  3. 3. 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 degree University of Wisconsin Milwaukee Post Graduate Certificate Computer Science - Data Mining University of California, San Diego © 2013 Impact Analytix, LLC
  4. 4. Analytic Maturity + Big Data Explosion + Tools © 2013 Impact Analytix, LLC
  5. 5. 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
  6. 6. Who? Big Data Visual Analytics Players Hunk © 2013 Impact Analytix, LLC
  7. 7. Highlighted Visual Analytic Tools for Big Data © 2013 Impact Analytix, LLC
  8. 8. Splunk and “Hunk” Market Leader Data Center Specific Solutions Monitoring and Alerting Data Integration Dashboards appear rich JSCharts limited to 2000 objects Mobile App Enterprise App Framework, APIs and App Gallery “Splunkbase” Natural Language Search Knowledge Mapping © 2013 Impact Analytix, LLC
  9. 9. Datameer © 2013 Impact Analytix, LLC
  10. 10. Datameer First true player in 2009 Zementis Predictive PMML Rich App Gallery Easy Data Integration Dashboards weak with static charts Chart point render limit unknown Limited Reporting Mobile App © 2013 Impact Analytix, LLC
  11. 11. Jaspersoft © 2013 Impact Analytix, LLC
  12. 12. Jaspersoft Hadoop connectivity available Data Integration Sematic Layer and OLAP Dashboards weak charting JFree Chart > 1M point rendering Basic Reporting with reusable controls Scheduling No alerting or monitoring Mobile App Extensions App Gallery What-If capable Hadoop HBase or Hive connectivity © 2013 Impact Analytix, LLC
  13. 13. Tableau © 2013 Impact Analytix, LLC
  14. 14. Tableau Popular w/Hadoop today UDF Jars, MapReduce, and Hive Semantic Layer Market leader in Dashboards Charts > 1M point rendering Scheduling No reporting, alerting or monitoring Mobile App Statistics and trending Background images for floor plans R Integration What-If with parameters © 2013 Impact Analytix, LLC
  15. 15. Karmasphere © 2013 Impact Analytix, LLC
  16. 16. Pentaho © 2013 Impact Analytix, LLC
  17. 17. Hadapt © 2013 Impact Analytix, LLC
  18. 18. Predictive Analytics © 2013 Impact Analytix, LLC
  19. 19. 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
  20. 20. Who? Highlighted Predictive Software Players © 2013 Impact Analytix, LLC
  21. 21. Highlighted Predictive Tools for Big Data © 2013 Impact Analytix, LLC
  22. 22. Revolution Analytics R RevoConnectR for Hadoop © 2013 Impact Analytix, LLC
  23. 23. Zementis with Datameer 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 © 2013 Impact Analytix, LLC
  24. 24. Spotfire Miner TERR and Hadoop © 2013 Impact Analytix, LLC
  25. 25. Mahout © 2013 Impact Analytix, LLC
  26. 26. Rapid Miner Radoop: RapidMiner and Hadoop © 2013 Impact Analytix, LLC
  27. 27. Oracle Data Miner R Connector for Hadoop © 2013 Impact Analytix, LLC
  28. 28. Statsoft Statistica © 2013 Impact Analytix, LLC
  29. 29. SAS Enterprise Miner © 2013 Impact Analytix, LLC
  30. 30. IBM SPSS Modeler © 2013 Impact Analytix, LLC
  31. 31. quickly make a positive impact © 2013 Impact Analytix, LLC