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EMC DES-7DE1 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Governance and Quality- Data governance principles
  • 1. Security and compliance basics
    - Data quality management
    • 1. Data validation and cleansing
      Topic 2: Data Science Support Systems- Machine learning data preparation
      • 1. Dataset preparation workflows
        • 2. Feature engineering basics
          Topic 3: Data Engineering Foundations- Data lifecycle concepts
          • 1. Data ingestion concepts
            • 2. Data processing workflows
              Topic 4: Big Data Technologies- Distributed computing
              • 1. Hadoop ecosystem concepts
                • 2. Spark processing basics
                  Topic 5: Data Integration and ETL- ETL/ELT pipelines
                  • 1. Data loading strategies
                    • 2. Data extraction methods
                      • 3. Data transformation techniques
                        Topic 6: Data Storage and Management- Database systems
                        • 1. Relational databases
                          • 2. NoSQL databases
                            - Data warehousing concepts
                            • 1. Data lakes vs data warehouses

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