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Updated: Oct 31, 2026

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DASCA SDS Exam Overview:

Certification Vendor:Data Science Council of America (DASCA)
Exam Name:DASCA Senior Data Scientist (SDS) Certification Exam
Exam Number:SDS
Exam Format:Multiple Choice Questions, Computer-Based Exam (Online Proctored)
Available Languages:English
Related Certifications:Associate Big Data Scientist (ABDS)
Principal Data Scientist (PDS)
Recommended Training:DASCA Official Certification Programs
Exam Registration:DASCA Certification Registration
Sample Questions:DASCA SDS Sample Questions
Exam Way:Online proctored exam (remote computer-based testing)
Pre Condition:Recommended: strong foundation in statistics, programming (Python/R), and machine learning concepts.
Official Syllabus URL:https://www.dasca.org

DASCA SDS Exam Syllabus Topics:

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

DASCA Senior Data Scientist Sample Questions:

Question #1

Self-driving car is an example of:

  • A. All of the above
  • B. Reinforcement learning
  • C. Unsupervised learning
  • D. Supervised learning
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

Spark programs can be written in:

  • A. Java
  • B. Python
  • C. All of the above
  • D. Scala
  • E. None of the above
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

What is DevOps?

  • A. Quality Assurance
  • B. All
  • C. Software Development
  • D. Software Operations
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #4

Which of the following is TRUE for Business Metamorphosis?

  • A. The Business Metamorphosis phase is where organizations integrate the insights that they captured about their customers' usage patterns, product performance behaviors, and overall market trends to transform their business models
  • B. Business Metamorphosis exercise can uncover Big Data requirements around decisions, analytics and data sources that can be leveraged to transform or metamorphose your organization's business model
  • C. All of the above
  • D. The Business Metamorphosis phase helps drive an organization's core business model through the analytic insights gathered as the organization traverses the Big Data Business Model Maturity Index
  • E. Both A and C
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #5

Which of the following is main Machine Learning Library in Python?

  • A. NumPy
  • B. SciPy
  • C. Matplotlib
  • D. Scikit-learn
  • E. None of the above
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Frequently Asked Questions

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Online test engine can supports Windows / Mac / Android / iOS, etc., because it is the software based on WEB browser. You can use it on any electronic device and practice with self-paced.
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