IBM DATASTAGE ONLINE TRAINING
DATA WAREHOUSING CONCEPTS:
- Introduction to Data Warehousing
- What is Data Warehousing .Who needs Data Warehousing?
- Why Data Warehouse is required?
- Data Warehousing Architecture
- Types of Systems
- OLTP
- OLAP
- Data Warehousing Life Cycle
DATA MODELING CONCEPTS
- Source
- Integration Layer
- Staging Area
- Target
- Analysis & Reporting
- ODS
MULTI-DIMENSIONAL MODELING CONCEPTS
- What is dimension modeling?
- Difference between ER modeling and dimension modeling
- What is a Dimension?
- What is a Fact?
- Start Schema
- Snow Flake Schema
- Difference between Star and snow flake schema
- Fact Table
- Different types of facts
- Dimensional Tables
- Fact less Fact Table
- Confirmed Dimensions
- Junk Dimensions
- Degenerative Dimensions
- What are slowly changing Dimensions?
- Different types of SCD’s
IBM DATASTAGE CONTENTS
- Introduction about Data Stage
- DataStage architecture
- Difference between Server Jobs and Parallel Jobs
- Difference between Pipeline Parallelism and Partition Parallelism
- Partition techniques
- Configuration File
- Difference between SMP/MPP Architecture
- Data stage components (Server components /Client components)
ADMINISTRATOR
- Introduction about Administrator
- Project creation and project properties setup
DESIGNER
- Introduction about Designer
- Repository
- Palette
- Type of Links
FILE STAGES
- Sequential file
- Dataset file
- File set
- Lookup file set
- Difference between Sequential file/Dataset/File set
DATABASE STAGES
- Dynamic RDBMS
- Oracle Enterprise
- ODBC Enterprise
PROCESSING STAGES
- Aggregate Stage
- Transformer Stage
- Surrogate Generator Stage
- Join Stage
- Merge Stage
- Lookup Stage
- Difference between Join/Lookup/Merge
- Difference between Join/Lookup
- Remove Duplicates
- Switch
- Pivot
- Modify
- Funnel
- Different types of sorting and sort stage.
- Different types of combining and collecting techniques.
- Filter
- External filter
- Difference between filter, External filter and switch stages.
- SCD stage
- Adding job parameters to a job
- Parameter set
- Run time column propagation
DEBUGGING STAGE
- Head
- Tail
- Pea
- Row Generator
- Column Generator
- Sample
DATA STAGE DIRECTOR
- Introduction to Data stage Director
- Job Status View
- View logs
- Scheduling
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