- Big Data and Data Warehouse Appliance
- Hadoop
- In-Memory Database
- MPP Architecture
- NoSQL
- Un-Structured Data
| - Business Considerations
- Business Intelligence
- Metadata
- Requirements
- Users
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- Data Transformation
- Cleansing and reformatting data
- Extraction
- Importing/Loading data
- Techniques
| - Data Warehousing and Data Marts
- Data Warehouse
- Role of Data Marts
- Schema
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- Design
- Architecture
- Capacity Growth
- Storage Requirements
- System Requirements
| - Dimensional Data Model
- Dimensions
- Facts
- Indexing
- Schemas
- Storing Changing Data
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- On Line Analytical Processing (OLAP)
- Hybrid OLAP (HOLAP)
- Multidimensional OLAP (MOLAP)
- Relational OLAP (ROLAP)
| - Querying and Reporting/Data Extraction
- Mobile Dashboards
- Multidimensional Analysis
- Query Languages
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