Question 11
Determine the number of bigrams and trigrams in the sentence. "Data is the new oil".
- 3 bigrams, 3 trigrams
- 4 bigrams, 4 trigrams
- 3 bigrams, 4 trigrams
- 4 bigrams, 3 trigrams
Question 12
Which is a preferred approach for simplifying the data transformation steps in machine learning model management and maintenance?
- Implement data transformation, feature extraction, feature engineering, and imputation algorithms in one single pipeline.
- Do not apply any data transformation or feature extraction or feature engineering steps.
- Leverage only deep learning algorithms.
- Apply a limited number of data transformation steps from a pre-defined catalog of possible operations independent of the machine learning use case.