Updated: Jun 01, 2026
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1. What is the primary function of a data catalog in managing data sources?
A) Data storage
B) Data analysis
C) Data documentation and discovery
D) Data visualization
2. What is the purpose of cross-validation in model building and evaluation?
A) Splitting the dataset into training and testing sets
B) Generating synthetic data
C) Assessing the model's generalization performance
D) Reducing the dataset size
3. What is the primary goal of building models in data science and machine learning?
A) Feature engineering
B) Data cleaning
C) Making predictions or inferences from data
D) Data visualization
4. What does the term "bias" in machine learning refer to?
A) A model's inability to generalize to new data
B) Systematic errors that cause a model to consistently underpredict or overpredict
C) The simplicity of a model
D) The overall accuracy of a model
5. What is the primary goal of A/B testing in the context of model deployment?
A) To compare two different versions of a model or strategy to determine which performs better
B) To create synthetic data
C) To assess data quality
D) To evaluate the model's accuracy
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: A |
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