Using Oracle R Advanced Analytics for Hadoop

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1. Using Oracle R Advanced Analytics for Hadoop
2. Using the Player
2.1. Introduction
2.2. Menu
2.3. Notes
2.4. Glossary
2.5. Search
2.6. Player Controls
2.7. Resources
3. About This Course
3.1. Welcome
3.2. What skills will I learn?
3.3. Who is the target audience?
3.4. What are the prerequisites?
4. Road Map
5. Working With Oracle R Advanced Analytics for Hadoop (ORAAH)
6. Oracle Big Data Connectors
7. What is ORAAH?
8. Pre-requisites to Using Oracle R Advanced Analytics for Hadoop
9. Oracle Advanced Analytics (OAA) Option to the Oracle Database EE
10. ORAAH in Combination with the Oracle Database and OAA
11. ORAAH Packages
12. ORAAH Functions
13. ORAAH: Architecture
14. ORAAH APIs
15. Hadoop Connectivity and Functions for Using MapReduce
16. Functions for Executing HDFS Command from Within R
17. Functions for Copying Data and Working with HDFS Files
18. Spark Connectivity and Interaction
19. Functions for Using the Oracle Database
20. Functions for Statistical Analysis
21. Functions for Using Hive
22. Word Count: Example Without ORAAH
23. Word Count Example With ORAAH
24. ORAAH: Transparency Functions with HIVE Tables
25. ORAAH: Using Open-Source R Packages in MapReduce
26. ORAAH: Machine Learning Models in MapReduce Against HDFS Data
27. ORAAH: Machine Learning Models in Spark Against HDFS Data
28. Lesson Summary
29. Course Summary
30. How Can I Learn More?
30.1. More Information
30.2. Self-Study Courses
30.3. In-Class Courses
30.4. Other Resources
31. Credits
32. Copyright

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