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IBM C1000-154 Actual Tests : IBM Watson Data Scientist v1

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IBM Watson Data Scientist v1 Sample Questions:

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

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


2. 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 measures the model's accuracy using a single threshold.
C) It represents the degree of separability between classes.
D) It indicates the number of false positives.


3. Which of the following is a key feature of Watson Knowledge Catalog (WKC) for identifying appropriate data sources?

A) Cloud storage optimization
B) Automated code compilation
C) Real-time messaging
D) Data discovery and categorization


4. In classification models, which of the following metrics is NOT directly derived from the confusion matrix?

A) Recall
B) Precision
C) F1-score
D) Mean Absolute Error (MAE)


5. Profiling and visualizing data using Watson tools primarily helps in:

A) Simplifying the data collection process without analyzing quality
B) Increasing the quantity of data for analysis
C) Identifying patterns, outliers, and insights in the data
D) Creating aesthetically pleasing presentations without regard to data relevance


Solutions:

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

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