Specialist - Data Scientist, Data Engineering Exam: DES-7DE1 Exam
"Specialist - Data Scientist, Data Engineering Exam", also known as DES-7DE1 exam, is a EMC Certification. With the complete collection of questions and answers, ExamcollectionPass has assembled to take you through 0 Q&As to your DES-7DE1 Exam preparation. In the DES-7DE1 exam resources, you will cover every field and category in EMC Certification Certification helping to ready you for your successful EMC Certification.
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- Exam Code: DES-7DE1
- Exam Name: Specialist - Data Scientist, Data Engineering Exam
- Certification Provider: EMC
- Corresponding Certification: EMC Certification
- Updated: Jul 26, 2026
- No. of Questions: 0 Questions & Answers with Testing Engine
- Download Limit: Unlimited
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EMC DES-7DE1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Governance, Security and Privacy | 20% | - Big data security: Apache Atlas, Ranger, Knox - Governance frameworks, roles and policies - Data privacy regulations and ethics - Metadata management and MDM |
| Building Data Pipelines with Python | 20% | - Python libraries for data processing - Pipeline monitoring and error handling - Designing and automating data pipelines |
| Processing Streaming and IoT Data | 20% | - Apache Kafka architecture and messaging - Streaming data concepts and IoT use cases - Apache Storm and real-time processing |
| The Role of the Data Engineer | 5% | - Skills and responsibilities of a data engineer - Role in analytics and data science projects |
| ETL/ELT with Hadoop and Spark | 18% | - Apache Spark architecture and processing - Hadoop ecosystem, HDFS and ingestion tools - ETL vs ELT concepts and scheduling tools |
| Data Warehousing with SQL and NoSQL | 17% | - NoSQL database types, features and use cases - SQL querying and performance considerations - Relational databases, schemas and normalization |
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