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Hitachi HQT-2900 Exam Syllabus Topics:

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