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IBM Watson Data Scientist v1 Sample Questions:

1. Which of the following is true about the AUC measure in the context of classification models?

A) It measures the model's accuracy using a single threshold.
B) It indicates the number of false positives.
C) It represents the degree of separability between classes.
D) It is less useful when the classes are highly imbalanced.

2. In unsupervised learning, which algorithm is best suited for grouping customers based on their purchase history to target marketing efforts more effectively?

A) Support Vector Machines
B) Decision Trees
C) Linear Regression
D) K-Means Clustering

3. Which two graph types are used in EDA to show the relationship between two or more quantitative variables?

A) Stem-and-leaf plot
B) Scatter plot
C) Box plot
D) Heat map
E) Histogram

4. When anticipating additional data sources that might be relevant, what is a crucial factor to consider?

A) The relevance of the data source to the business problem
B) The graphical interface of the data source
C) The color scheme of the data visualization
D) The data source's popularity on social media

5. What is a benefit of creating data pipelines to automate the model lifecycle?

A) It necessitates frequent manual updates and checks
B) Encourages a one-size-fits-all approach to model development
C) It provides a structured approach to processing, validating, and deploying models
D) Reduces the need for understanding the underlying data

Solutions: