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Hitachi HQT-2900 Exam Syllabus Topics:

SectionObjectives
Data Analytics Foundations- Enterprise Data Challenges
  • 1. Data silos and AI readiness
    • 2. Data governance fundamentals
      - Data Quality Concepts
      • 1. Impact of data quality on analytics and AI
        • 2. Data profiling and cleansing concepts
          Data Optimization (PDO)- Storage optimization
          • 1. Cold data identification
            • 2. Data tiering to lower-cost storage
              Data Catalog and Governance- Metadata management
              • 1. Data dictionary generation
                • 2. Automated data discovery
                  - Lineage and compliance
                  • 1. Impact analysis for changes
                    • 2. Data lineage visualization
                      Pentaho Business Analytics- Self-service analytics
                      • 1. Drill-down and exploration
                        • 2. Interactive visualization (Analyzer)
                          - Reporting and dashboards
                          • 1. Pixel-perfect reporting
                            • 2. Embedded analytics
                              Data Integration (PDI)- Transformation Techniques
                              • 1. Data standardization and scripting
                                • 2. Joins and merge operations
                                  - ETL Concepts
                                  • 1. Extract, Transform, Load fundamentals
                                    • 2. Incremental load and CDC
                                      Pentaho+ Platform Overview- Core platform capabilities
                                      • 1. Data optimization and tiering (PDO)
                                        • 2. Data ingestion and integration (PDI)
                                          • 3. Data quality management (PDQ)
                                            • 4. Catalog and metadata management (PDC)

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