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IBM Watson Data Scientist v1 Sample Questions (Q50-Q55):
NEW QUESTION # 50
Which statement best differentiates machine learning from deep learning?
- A. Deep learning algorithms require less data to learn.
- B. Machine learning models are always transparent, whereas deep learning models cannot be interpreted.
- C. Deep learning algorithms are a subset of machine learning algorithms that do not require feature engineering.
- D. Machine learning algorithms perform better on structured data, while deep learning excels with unstructured data like images and text.
Answer: D
NEW QUESTION # 51
Which of the following is a key feature of Watson Knowledge Catalog (WKC) for identifying appropriate data sources?
- A. Cloud storage optimization
- B. Data discovery and categorization
- C. Automated code compilation
- D. Real-time messaging
Answer: B
NEW QUESTION # 52
Which two graph types are used in EDA to show the relationship between two or more quantitative variables?
- A. Histogram
- B. Box plot
- C. Stem-and-leaf plot
- D. Heat map
- E. Scatter plot
Answer: D,E
NEW QUESTION # 53
Which Python library is commonly used for data manipulation and analysis, and is available in Cloud Pak for Data?
- A. Keras
- B. TensorFlow
- C. Pandas
- D. PyTorch
Answer: C
NEW QUESTION # 54
When managing data with Cloud Pak for Data Services, what is a common task?
- A. Ignoring data security and compliance requirements
- B. Using the same data management approach for all types of data, regardless of size or format
- C. Avoiding the automation of data processing tasks
- D. Reading data from and writing data to Watson Studio
Answer: D
NEW QUESTION # 55
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