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IBM Watson Data Scientist v1 Sample Questions:

1. Which two packages can be used to customize the software configuration of a Jupyter notebook environment in Cloud Pak for Data?

A) pip
B) sudo
C) conda
D) vim
E) bash

2. What does the term "complexity" in model comparison refer to?

A) The size of the dataset the model can handle
B) The number of hyperparameters that need to be tuned
C) The aesthetic appeal of the model's graphical representations
D) The amount of computational resources required for training and inference

3. In the case of imbalanced data, what technique is recommended to ensure that the train and test sets have similar distributions of the target variable?

A) Splitting based on the order of data collection
B) Using only the majority class for splitting
C) Random split without considering the target variable
D) Stratified split

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 data source's popularity on social media
C) The color scheme of the data visualization
D) The graphical interface of the data source

5. F1-score is particularly useful when:

A) The data is completely balanced.
B) You need a balance between precision and recall.
C) The dataset size is extremely large.
D) Only the model's accuracy matters.

Solutions: