DASCA SDS Q&A - in .pdf

  • SDS pdf
  • Exam Code: SDS
  • Exam Name: Senior Data Scientist
  • Updated: Oct 06, 2026
  • Q & A: 87 Questions and Answers
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  • Exam Code: SDS
  • Exam Name: Senior Data Scientist
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  • Updated: Oct 06, 2026
  • Q & A: 87 Questions and Answers
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DASCA SDS Q&A - Testing Engine

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  • Exam Code: SDS
  • Exam Name: Senior Data Scientist
  • Updated: Oct 06, 2026
  • Q & A: 87 Questions and Answers
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DASCA SDS Exam Syllabus Topics:

SectionObjectives
Topic 1: Machine Learning and Predictive Modeling- Unsupervised Learning
- Model Evaluation and Validation
- Supervised Learning
Topic 2: Data Management and Governance- Data Privacy and Security Principles
- Data Quality and Lifecycle Management
Topic 3: Big Data Engineering and Technologies- Distributed Computing Concepts
- Data Pipelines and ETL
Topic 4: Artificial Intelligence Applications- Deep Learning Fundamentals
- NLP and Computer Vision Overview
Topic 5: Mathematics and Statistics for Data Science- Linear Algebra and Optimization
- Probability and Statistical Inference

DASCA Senior Data Scientist Sample Questions:

Question #1

Spark should be used when:

  • A. Both A and B
  • B. None of the above
  • C. Data is massive
  • D. Data is not massive
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

Which of the following is True about Time Series Analysis?

  • A. Projecting the value of the time series at future points in time, such as a stock whose price we want to predict
  • B. Identifying interesting patterns in a corpus of time series data that is too large for a human to comb through
  • C. Both A and B
  • D. Predicting when/whether an event will occur, such as a failure of the machine generating the data
  • E. All of the above
Reveal Solution  Discussion  0

Correct Answer: E  🗳️

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Question #3

Which of the following is NOT an example of the applications of neural networks?

  • A. Character recognition
  • B. None of the above
  • C. Image compression
  • D. Traveling salesman's problem
  • E. Stock market prediction
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #4

In regression, the principle of machine learning is used to optimize the parameters to:

  • A. Both A and B
  • B. None of the above
  • C. Calculate the closest possible outcomes
  • D. Minimize the approximation error
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #5

Which of the following is the common evolutionary algorithm of neural networks?

  • A. Genetic algorithm
  • B. Genetic programming
  • C. All of the above
  • D. Evolution strategy
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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No help, Full refund!

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