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IBM Watson Data Scientist v1 Sample Questions:

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

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


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

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


3. A model's performance is not solely dependent on its accuracy but also on:

A) The color of the visualization charts
B) The number of features selected
C) Metrics like precision, recall, and F1 score
D) The choice of programming language


4. What is a key advantage of using supervised learning techniques over unsupervised learning techniques?

A) Supervised learning is typically used for prediction with known outcomes, providing clear metrics for model performance.
B) Supervised learning algorithms can automatically label data.
C) Supervised learning can work without any labeled data.
D) Supervised learning is more effective for discovering hidden patterns in data without prior labeling.


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

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


Solutions:

Question # 1
Answer: B
Question # 2
Answer: A
Question # 3
Answer: C
Question # 4
Answer: A
Question # 5
Answer: B

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