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EMC DES-7DE1 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Processing Streaming and IoT Data20%- Apache Storm and real-time processing
- Apache Kafka architecture and messaging
- Streaming data concepts and IoT use cases
Topic 2: Data Governance, Security and Privacy20%- Big data security: Apache Atlas, Ranger, Knox
- Data privacy regulations and ethics
- Governance frameworks, roles and policies
- Metadata management and MDM
Topic 3: Data Warehousing with SQL and NoSQL17%- Relational databases, schemas and normalization
- NoSQL database types, features and use cases
- SQL querying and performance considerations
Topic 4: ETL/ELT with Hadoop and Spark18%- Hadoop ecosystem, HDFS and ingestion tools
- ETL vs ELT concepts and scheduling tools
- Apache Spark architecture and processing
Topic 5: Building Data Pipelines with Python20%- Pipeline monitoring and error handling
- Python libraries for data processing
- Designing and automating data pipelines
Topic 6: The Role of the Data Engineer5%- Role in analytics and data science projects
- Skills and responsibilities of a data engineer

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