DASCA SDS : Senior Data Scientist

Exam Code: SDS

Exam Name: Senior Data Scientist

Updated: Sep 11, 2026

Q & A: 87 Questions and Answers

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DASCA SDS Exam Syllabus Topics:

Section	Weight	Objectives
Advanced AI & Generative AI	20%	- Deep learning, neural networks, and foundation models - Responsible AI, ethics, fairness, transparency, and compliance - Generative AI techniques, use cases, and limitations
Foundational Methods & Frameworks	25%	- Machine learning algorithms, selection, and evaluation - Advanced statistics, probability, and experimental design - Data preparation, feature engineering, and quality assurance
Data Science Applications in Business	20%	- Translating business requirements into data science problems - Data science strategy and enterprise alignment - Measuring and demonstrating ROI of data science initiatives
Big Data Ecosystems & Scalable Systems	20%	- Scalability, performance, and optimization - Distributed computing frameworks and cloud platforms - Data storage, processing pipelines, and governance
MLOps & Production Deployment	15%	- Model governance, security, and reliability - DevOps integration, automation, and CI/CD - Model lifecycle management, monitoring, and maintenance

DASCA Senior Data Scientist Sample Questions:

Question #1

HDFS supports which quotas?

A. Name quotas
B. None of the above
C. Both A and B
D. Space quotas

Answer: C