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Data warehousing - Training Curriculum


 Duration : 6 weeks 

PROJECTS : 2 Projects along with remote login facility. Documentation and assistance for resume preparation is provided. Placement assistance is also provided. 

RDBMS 
  1. Introduction to RDBMS and first three normalization rules
  2. Introduction to SQL
  3. DDL, DML, DCL
  4. Where Clause
  5. Joins
  6. Group operations
  7. Sub queries
  8. Set operations
  9. Decode and case
  10. SQL*PLUS
  11. SQL LOADER

DATA WAREHOUSING CONCEPTS 

  1. Entity-Relationships
  2. OLTP,
  3. OLAP,
  4. Data Warehousing
  5. Data Mart,
  6. Data staging
  7. Data Warehousing vs. Data Marts
  8. Advantages of Data Warehousing
  9. Ad-hoc Access vs. Managed Query
  10. Data Modeling Techniques
  11. Examples and exercises
  12. OLAP Tools & Techniques
  13. Data Extraction Techniques
  14. Data Extraction Tools
  15. Dimensional data model
  16. Fact table
  17. Lookup table
  18. Star Schema and Snowflake Schema
  19. Slowly Changing Dimension Type1 Type 2: Type 3:
  20. Conceptual Data Model
  21. Logical Data Model
  22. Physical Data Model
  23. Bill Inmon vs. Ralph Kimball:
  24. Meta data
  25. Business intelligence
  26. Aggregates
  27. Cubes
  28. Dimensions
  29. Measures,
  30. Slice and dice
  31. Hierarchy
  32. Drill down
INFORMATICA 
  1. Introduction to Data Warehousing (Dimensional modeling,Star/snowflake,Facts,Dimensions,SCDs etc)
  2. Understanding the scope of Data warehouse project
  3. Data warehouse Architecture and Design
  4. Real Time DW Project Architecture
  5. Different People involved in a DW team(and their roles like DW Architect, Business Analyst, Developer, Tester, Reports, DBA’s.)
  6. Informatica and Data warehousing
  7. Informatica Architecture
  8. ETL with Informatica
  9. Informatica Suite Components
  10. Informatica Designer
  11. Workflow Monitor
  12. Source Analyzer
  13. Warehouse Designer
  14. Mapping Designer
  15. Mapplets Designer
  16. Transformations in Informatica
  17. Importing sources and Targets
  18. Source Qualifier Transformation
  19. Filter Transformation
  20. Expression Transformation
  21. Aggregator Expression
  22. Router Transformation
  23. Lookup Transformation
  24. Rank Transformation
  25. Sequence Generator
  26. Creating, Configuring and Linking Ports
  27. Joiner Transformation
  28. Sorter Transformation
  29. Using Informatica Manager
  30. Creating Repository
  31. Managing the Repository
  32. ODBC DSN creation
  33. Designing the ETL
  34. Understanding The After-Design Scenario
  35. Specifying the Database Connections
  36. Advanced Informatica
  37. Repository Security
  38. Managing Groups
  39. Managing Users
  40. Managing Privileges
  41. Changing password
  42. Folder Permission
  43. Backup & Restore
  44. Troubleshooting Informatica
  45. Understanding Jobs and Scheduler
  46. Other topics like parameter files, Partitioning.
  47. Various types of testing done in Data warehousing (Unit, Integration, System,UAT)
  48. Real time Implementation Incremental loads.etc)
  49. Performance and Tuning(Various Bottle necks and so on)
  50. Interview Question

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