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Enterprise data science learning solution 
A practical approach to big data learning 
CloneSkills, Inc. 
(916)-296-0228 
L...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
What’s involved in building enterprise data scienc...
Learn to lead big data - Enterprise data science 
a practical approach 
Our enterprise data science platform components - ...
Learn to lead big data - Enterprise data science 
Our enterprise data science platform technical components 
Our (CSLAB) O...
Learn to lead big data - Enterprise data science 
a practical approach 
Our three (3) node 
HADOOP cluster 
CloneSkills, I...
Learn to lead big data - Enterprise data science 
a practical approach 
Our HADOOP core 
components 
________________ 
 Hi...
Learn to lead big data - Enterprise data science 
Our HADOOP core 
components 
________________ 
 Hive 
 Impala 
 Pig 
 Se...
Learn to lead big data - Enterprise data science 
a practical approach 
Our Oracle 12 C 
Infrastructure 
CloneSkills, Inc....
Learn to lead big data - Enterprise data science 
a practical approach 
Our Oracle 12 C 
Infrastructure 
CloneSkills, Inc....
Learn to lead big data - Enterprise data science 
Our Oracle ODI ( 
Oracle Data 
Integrator) 
Infrastructure 
a practical ...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
Learn to lead big data - Enterprise data science 
a practical approach 
CloneSkills, Inc. 
http://www.CloneSkills.com 
Arc...
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Enterprise data science - What it takes to build?

Enterprise data science is not just creating dashboard, reports, ad-hoc query, models and/or algorithms, it’s beyond all - Take a look  at our approach to enterprise data sciences, it’ very complex and it’s very difficult to implement as it’s involved integrating data across enterprise business function regardless of data source, format and structure
 
There are many instances where people talk about enterprise data sciences (Oracle 12C, HADOOP, SAP) but “have you seen enterprise data sciences in a real system as a live demo”, in most cases the answers is “no” but now there is an opportunity to review enterprise data sciences with CloneSkills.
 
I would say confidently say that there is no one in the world who integrated “Oracle 12C”   and SAP HANA with HADOOP for real-time data integration  except CloneSkills technical architect  Mr. Karthik

Enterprise data science - What it takes to build?

  1. 1. Enterprise data science learning solution A practical approach to big data learning CloneSkills, Inc. (916)-296-0228 Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam
  2. 2. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Objective Educate various key components that’s are typically used to deliver enterprise data sciences Demonstrate the steps to move data between Oracle 12C and HADOOP using Sqoop Review data flow between SAP HANA and HADOOP using smart data access CloneSkills, Inc. (916)-296-0228
  3. 3. Learn to lead big data - Enterprise data science a practical approach What’s involved in building enterprise data science? Our Enterprise Data Science Platform HADOOP Distribution SAP HANA Oracle 12C Social | Forum | Blog | Web File | Text Analytics CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam CloneSkills, Inc. (916)-296-0228
  4. 4. Learn to lead big data - Enterprise data science a practical approach Our enterprise data science platform components - Our lab(CSLAB) CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Enterprise Components SAP HANA SAP BOBJ Oracle 12C Oracle ODI HADOOP Components HDFS HBase Hive Impala Pig Search Shell Mapreduce Sqoop OOIZE ZOOKEEPER Hue Dashboard Editor CloneSkills, Inc. (916)-296-0228
  5. 5. Learn to lead big data - Enterprise data science Our enterprise data science platform technical components Our (CSLAB) On demand Lab Infrastructure __________________________________ SAP HANA SAP BOBJ Oracle 12C Oracle ODI HADOOP a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam CloneSkills, Inc. (916)-296-0228
  6. 6. Learn to lead big data - Enterprise data science a practical approach Our three (3) node HADOOP cluster CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Our enterprise data science platform - HADOOP infrastructure CloneSkills, Inc. (916)-296-0228
  7. 7. Learn to lead big data - Enterprise data science a practical approach Our HADOOP core components ________________ Hive Impala Pig Search Hbase Shell Mapreduce Sqoop Hue HDFS OOIZE ZOOKEEPER CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Our enterprise data science platform - HADOOP components CloneSkills, Inc. (916)-296-0228
  8. 8. Learn to lead big data - Enterprise data science Our HADOOP core components ________________ Hive Impala Pig Search Hbase Shell a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Our enterprise data science platform - Hue components CloneSkills, Inc. (916)-296-0228
  9. 9. Learn to lead big data - Enterprise data science a practical approach Our Oracle 12 C Infrastructure CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Our enterprise data science platform - Oracle CloneSkills, Inc. (916)-296-0228
  10. 10. Learn to lead big data - Enterprise data science a practical approach Our Oracle 12 C Infrastructure CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Our enterprise data science platform - Oracle CloneSkills, Inc. (916)-296-0228
  11. 11. Learn to lead big data - Enterprise data science Our Oracle ODI ( Oracle Data Integrator) Infrastructure a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Our enterprise data science platform - Oracle data integrator (ODI) CloneSkills, Inc. (916)-296-0228
  12. 12. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Our enterprise data science platform – SAP HANA SAP HANA _______________ Smart Data Access Connects SAP HANA and HADOOP CloneSkills, Inc. (916)-296-0228
  13. 13. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Our enterprise data science platform - SAP HANA and HADOOP integration SAP HANA _______________ Smart Data Access Connects SAP HANA and HADOOP CloneSkills, Inc. (916)-296-0228
  14. 14. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Steps to move data between Oracle and HADOOP using Sqoop HADOOP Distribution Import Oracle 12C Sqoop Export CloneSkills, Inc. (916)-296-0228
  15. 15. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Oracle table and it’s data Review Oracle table – EMPLOYEE_JP CloneSkills, Inc. (916)-296-0228
  16. 16. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Sqoop Job Sqoop job creation
  17. 17. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Sqoop Job ____________ Create connection to Oracle Sqoop job creation - Create connection to Oracle CloneSkills, Inc. (916)-296-0228
  18. 18. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Sqoop Job ____________ Oracle source table details Sqoop job creation - Configure source table CloneSkills, Inc. (916)-296-0228
  19. 19. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Sqoop job creation - Configure source table and the primary key of the table Sqoop Job ____________ Oracle source table and column details CloneSkills, Inc. (916)-296-0228
  20. 20. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Sqoop job creation - Configure data target , HDFS files (output files) Sqoop Job ____________ Destination in HADOOP ( HDFS output files) CloneSkills, Inc. (916)-296-0228
  21. 21. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Sqoop Job ____________ Job extraction log Run Sqoop job - review job log CloneSkills, Inc. (916)-296-0228
  22. 22. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Sqoop job output - HDFS output file, destination files Sqoop Job ____________ HDFS destination files CloneSkills, Inc. (916)-296-0228
  23. 23. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Sqoop job output - Oracle data in HADOOP HDFS files Sqoop Job ____________ Oracle data in HADOOP - preview CloneSkills, Inc. (916)-296-0228
  24. 24. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Sqoop job output - Data has been moved from Oracle to HADOOP Sqoop Job ____________ Data has been imported from Oracle to HADOOP Sqoop Job ____________ We can also export data from HADOOP and then load them into Oracle CloneSkills, Inc. (916)-296-0228
  25. 25. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Our enterprise data sciences use case CloneSkills, Inc. (916)-296-0228
  26. 26. Learn to lead big data - Enterprise data science a practical approach CloneSkills, Inc. http://www.CloneSkills.com Architect : Karthik Rajamanickam Stay tuned, more to come Thank You ! CloneSkills, Inc. (916)-296-0228

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