Data for machine learning · Question 15 of 60
Which three main activities does data preparation comprise?
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Answer
- D Data acquisition, data preprocessing and feature engineering
Explanation
Data preparation involves three steps: acquiring the data, preprocessing it and engineering features. An exploratory data analysis (EDA) usually runs alongside. Training, evaluating and fine-tuning are already part of model generation.