Slidedeck Datenanalyse mit Oracle R Enterprise for Beginners - DOAG2015

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Slide deck for conference talk at DOAG2015 conference. In German only, translation available on request. Please have a look at the corresponding abstract.

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Slidedeck Datenanalyse mit Oracle R Enterprise for Beginners - DOAG2015

  1. 1. Copyright © 2014 Oracle and/or its affiliates. All rights reserved. | Datenanalyse mit Oracle R Enterprise (ORE) for Beginners DOAG2015 19. November 2015 Dr. Nadine Schöne Systemberaterin
  2. 2. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Steckbrief 3 OD Presales bei Oracle in Potsdam seit 2,5 Jahren Middleware, insbesondere: • Mobile • Cloud • Java Datenbank: Oracle R Enterprise (Datenanalysen) Hintergrund Naturwissenschaftlerin (Biologie, Mathematik, Bioinformatik) @schoenenadine
  3. 3. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Safe Harbor Statement The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, and timing of any features or functionality described for Oracle’s products remains at the sole discretion of Oracle. 4
  4. 4. Was ist ORE? 5
  5. 5. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Analytics ToolsAnalytics OOB Applications 6 Industry Analytic Data Models Information Access and Analysis Tools Business Process Analytic Applications Industry Analytic Applications Fast Data Processing Batch Data Processing Data Continuous Real-Time Analytics Data Repository Data Warehouse Data Integration and Governance Performance Data Transactional Data Attitudinal Data Descriptive Data Behavioral Data Interactional Data Oracle Business Activity Monitoring Oracle Stream Explorer Many Industry Data Models (Retail, Telecom, Airlines, etc.) Many Industry Applications (DataRaker, Tekelec, etc.) Many Business Applications (Eloqua, Taleo, Responsys, etc.) Oracle Big Data Discovery Oracle Business Intelligence Oracle Advanced Analytics Oracle Spatial and Graph Oracle Big Data SQL Oracle Exadata Oracle Data Integration and Governance Oracle SaaS (ERP, CRM, HCM) Oracle BlueKai Oracle Datalogix Oracle Big Data Appliance
  6. 6. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Analytics ToolsAnalytics OOB Applications 7 Industry Analytic Data Models Information Access and Analysis Tools Business Process Analytic Applications Industry Analytic Applications Fast Data Processing Batch Data Processing Data Continuous Real-Time Analytics Data Repository Data Warehouse Data Integration and Governance Performance Data Transactional Data Attitudinal Data Descriptive Data Behavioral Data Interactional Data Oracle Advanced Analytics
  7. 7. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Datenbankoption: Advanced Analytics Oracle Data Miner Oracle R Enterprise
  8. 8. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | R Engine andere R-Packages Oracle R Enterprise Packages User R Engine (Dektop)1 User-Tabellen Oracle DBSQL Ergebnisse Datenbank Compute Engine2 R Engine andere R-Packages Oracle R Enterprise Packages R Engine(s) verwaltet durch Oracle DB R Ergebnisse 3 Post-Processing der Ergebnisse Analysen, die in der Oracle DB nicht verfügbar sind Ausführung in Collaboration mit der Oracle DB „Collaborative Execution“-Modell
  9. 9. Demo 12
  10. 10. Weitere Informationen 13
  11. 11. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Sensordaten-Analyse I 14 200.000 Haushalte 3 Jahre 1 Messung/Stunde 5.256 Mrd. Messwerte (2.628 Messwerte/Kunde)
  12. 12. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Sensordaten-Analyse II 15 10 s/Modell 200.000 Haushalte ➔ 200.000 Modelle 23 Tage + 4 Stunden 4,3 Stunden Oracle R Enterprise
  13. 13. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | “R is a powerful and interesting tool for data analysis! ORE brings R into a scalable DB engine (solving problems of data management, analysis and scalability). We actually can obtain information and added value from not so actively used data.” – Stefano Alberto Russo, Researcher at CERN Openlab 16
  14. 14. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Beta Version noch in 2015: FastR => Beta Tester gesucht! Für R Community frei verfügbar!
  15. 15. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | https://www.r-consortium.org/ 18Oracle Confidential – Internal
  16. 16. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | DB EE Option: Advanced Analytics Oracle Confidential – 19 http://www.oracle.com/technetwork/database/options/advanced-analytics/index.html
  17. 17. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | https://cloud.oracle.com/bigdatapreparation 20
  18. 18. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Kontakt Dr. Nadine Schöne| Systemberaterin Email: nadine.schoene@oracle.com Tel: +49 331 200 7190 ORACLE Deutschland B.V. & Co. KG Schiffbauergasse 14 14467 Potsdam

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