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DASCA SDS Exam Syllabus Topics:

Section	Objectives
Mathematics and Statistics for Data Science	- Linear Algebra and Optimization - Probability and Statistical Inference
Data Management and Governance	- Data Privacy and Security Principles - Data Quality and Lifecycle Management
Big Data Engineering and Technologies	- Distributed Computing Concepts - Data Pipelines and ETL
Artificial Intelligence Applications	- Deep Learning Fundamentals - NLP and Computer Vision Overview
Machine Learning and Predictive Modeling	- Model Evaluation and Validation - Unsupervised Learning - Supervised Learning