What strategies do you employ to identify patterns and trends in data analysis?
- Apply regression analysis to predict future trends
- Randomly sample data to identify outliers
- Use descriptive statistics to summarize data distributions
- Utilize clustering algorithms to group similar data points
Employing clustering algorithms helps identify patterns by grouping similar data, an essential strategy in data analysis. Other techniques, like regression analysis, aid in predicting future trends based on existing data patterns.
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