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Hitachi HQT-2900 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Optimization (PDO)- Storage optimization
  • 1. Data tiering to lower-cost storage
    • 2. Cold data identification
      Topic 2: Data Analytics Foundations- Enterprise Data Challenges
      • 1. Data silos and AI readiness
        • 2. Data governance fundamentals
          - Data Quality Concepts
          • 1. Data profiling and cleansing concepts
            • 2. Impact of data quality on analytics and AI
              Topic 3: Pentaho Business Analytics- Reporting and dashboards
              • 1. Pixel-perfect reporting
                • 2. Embedded analytics
                  - Self-service analytics
                  • 1. Interactive visualization (Analyzer)
                    • 2. Drill-down and exploration
                      Topic 4: Pentaho+ Platform Overview- Core platform capabilities
                      • 1. Data ingestion and integration (PDI)
                        • 2. Catalog and metadata management (PDC)
                          • 3. Data quality management (PDQ)
                            • 4. Data optimization and tiering (PDO)
                              Topic 5: Data Catalog and Governance- Lineage and compliance
                              • 1. Data lineage visualization
                                • 2. Impact analysis for changes
                                  - Metadata management
                                  • 1. Data dictionary generation
                                    • 2. Automated data discovery
                                      Topic 6: Data Integration (PDI)- Transformation Techniques
                                      • 1. Joins and merge operations
                                        • 2. Data standardization and scripting
                                          - ETL Concepts
                                          • 1. Extract, Transform, Load fundamentals
                                            • 2. Incremental load and CDC

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