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




