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IBM Watson Data Scientist v1 Sample Questions:

1. Which analytic technique is NOT typically used to address business requirements?

A) Clustering
B) Proofreading
C) Decision trees
D) Regression analysis

2. What is a key disadvantage of using Grid Search for hyperparameter tuning?

A) It requires no prior knowledge of the hyperparameters
B) It is too quick and may miss out on evaluating some hyperparameters
C) It is unable to handle discrete parameters
D) It can be computationally expensive and time-consuming due to its exhaustive nature

3. In the context of deployment environments, understanding resources is crucial.
What does this typically involve?

A) Selecting the programming language with the least number of keywords
B) Determining the computational power and memory requirements for the deployed solution
C) Choosing the most aesthetically pleasing user interface
D) Focusing exclusively on the cost of storage

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

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

5. Which Python library is commonly used for data manipulation and analysis, and is available in Cloud Pak for Data?

A) TensorFlow
B) Pandas
C) PyTorch
D) Keras

Solutions: