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Last Updated: Jul 23, 2026
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EMC D-AA-OP-23 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: MapReduce | 15% | - Hadoop MapReduce framework and implementation - YARN resource management - HDFS (Hadoop Distributed File System) |
| Topic 2: Natural Language Processing (NLP) | 20% | - NLP ambiguity concepts - Language modeling - Text preprocessing |
| Topic 3: Data Science Theory and Methods | 15% | - Multinomial Logistic Regression - Random Forests - Maximum Entropy models - Simulation methods |
| Topic 4: Data Visualization | 12% | - Perception and visualization principles - Multivariate data visualization |
| Topic 5: Social Network Analysis (SNA) | 23% | - Graph theory fundamentals - Network problems and tools - Community detection |
| Topic 6: Hadoop Ecosystem and NoSQL | 15% | - NoSQL databases - Hive - Spark ecosystem overview - Pig - HBase |
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