Slidedeck Datenanalyse mit Oracle R Enterprise for Beginners - DOAG2015
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The document provides an overview of Oracle R Enterprise (ORE), emphasizing its role in data analysis within scalable database engines. It outlines various analytics tools and data processing options, while highlighting practical applications and case studies, including sensor data analysis. Additionally, it contains contact information for Dr. Nadine Schöne, an Oracle systems consultant.
Slidedeck Datenanalyse mit Oracle R Enterprise for Beginners - DOAG2015
- 2. 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
- 3. 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
- 4. 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
- 6. 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
- 7. 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
- 8. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Datenbankoption: Advanced Analytics Oracle Data Miner Oracle R Enterprise
- 9. 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
- 10. Demo 12
- 12. 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)
- 13. 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
- 14. 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
- 15. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Beta Version noch in 2015: FastR => Beta Tester gesucht! Für R Community frei verfügbar!
- 16. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | https://www.r-consortium.org/ 18Oracle Confidential – Internal
- 17. 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
- 18. Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | https://cloud.oracle.com/bigdatapreparation 20
- 19. 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