Purchase DASCA : SDS Exam Materials and then pass exam easily

Last Updated: Sep 16, 2026

No. of Questions: 87 Questions & Answers with Testing Engine

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DASCA SDS Practice Q&A's

SDS PDF
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DASCA SDS Exam Syllabus Topics:

SectionWeightObjectives
Data Visualization and Communication10-15%- Tools and Technologies
  • 1. Tableau/Power BI
  • 2. Python Visualization Libraries
- Visualization Principles
  • 1. Storytelling with Data
  • 2. Dashboard Design
Foundations of Data Science15-20%- Data Science Lifecycle
  • 1. Deployment and Monitoring
  • 2. Model Building and Evaluation
  • 3. Problem Formulation
  • 4. Data Collection and Preparation
- Data Science Ethics
  • 1. Bias and Fairness
  • 2. Privacy and Confidentiality
  • 3. Transparency and Explainability
Advanced Statistical Modeling20-25%- Regression Analysis
  • 1. Linear and Logistic Regression
  • 2. Generalized Linear Models
  • 3. Regularization Techniques
- Statistical Inference
  • 1. Confidence Intervals
  • 2. Bayesian Methods
  • 3. Hypothesis Testing
Machine Learning at Scale25-30%- Deep Learning Fundamentals
  • 1. Convolutional Networks
  • 2. Neural Networks
  • 3. Recurrent Networks
- Supervised Learning
  • 1. Support Vector Machines
  • 2. Ensemble Methods
  • 3. Time Series Forecasting
- Unsupervised Learning
  • 1. Clustering Algorithms
  • 2. Anomaly Detection
  • 3. Dimensionality Reduction
Big Data Engineering15-20%- Cloud Computing for Data Science
  • 1. AWS/Azure/GCP Services
  • 2. Containerization
  • 3. Serverless Architectures
- Distributed Computing
  • 1. Hadoop Ecosystem
  • 2. Apache Spark
  • 3. Data Pipelines

DASCA Senior Data Scientist Sample Questions:

Question #1

Which of the following is NOT used to implement Agile?

  • A. Six Sigma
  • B. Scrum
  • C. Extreme Programming (XP)
  • D. Kanban
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #2

Which of the following is NOT a process of Use Case?

  • A. Brainstorm the outcomes that the key stakeholders need to answer to facilitate making the decisions
  • B. Capture the decisions that the key business stakeholders need to make in order to support the organization's key business initiatives
  • C. Understand your organization's key business initiatives or business challenge
  • D. Identify your key business stakeholders
  • E. Brainstorm the questions that the key stakeholders need to answer to facilitate making the decisions
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

JSON takes hierarchical data structures and serializes them into:

  • A. None of the above
  • B. Any desired format
  • C. Both A and B
  • D. Plain text format
  • E. Plain string format
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

Which of the following errors refers to the wrong negation of a true null hypothesis?

  • A. None of the above
  • B. Type I Error
  • C. Type II Error
  • D. Logical Error
  • E. Hypothesis Error
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

Tar is an example of:

  • A. None of the above
  • B. ARV file format
  • C. Archive file format
  • D. Text file format
  • E. CSV file format
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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