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DASCA SDS Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Machine Learning and Predictive Modeling | - Supervised Learning - Model Evaluation and Validation - Unsupervised Learning |
| 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 |
| Mathematics and Statistics for Data Science | - Linear Algebra and Optimization - Probability and Statistical Inference |
| Artificial Intelligence Applications | - Deep Learning Fundamentals - NLP and Computer Vision Overview |
DASCA Senior Data Scientist Sample Questions:
A workflow refers to a:
- A. Directed cyclic graph
- B. Indirected acyclic graph
- C. Indirected cyclic graph
- D. Directed acyclic graph
Correct Answer: D 🗳️
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Which of these statements reflects a null hypothesis?
- A. There will be a significant difference between group 1 and group 2
- B. Men will score higher than women on spatial awareness
- C. Women will score higher than men on empathy
- D. As temperature increases, so too will the level of aggression
- E. There will be no relationship between caffeine consumption and performance
Correct Answer: E 🗳️
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HDFS supports which quotas?
- A. Name quotas
- B. None of the above
- C. Both A and B
- D. Space quotas
Correct Answer: C 🗳️
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Which of the following is NOT an example of the applications of neural networks?
- A. Stock market prediction
- B. None of the above
- C. Character recognition
- D. Image compression
- E. Traveling salesman's problem
Correct Answer: E 🗳️
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Which of the following is NOT a process of Use Case?
- A. Understand your organization's key business initiatives or business challenge
- B. Capture the decisions that the key business stakeholders need to make in order to support the organization's key business initiatives
- C. Brainstorm the outcomes that the key stakeholders need to answer to facilitate making the decisions
- D. Identify your key business stakeholders
- E. Brainstorm the questions that the key stakeholders need to answer to facilitate making the decisions
Correct Answer: C 🗳️
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Roy -
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