Various techniques are employed in predictive analytics, including:
- Machine Learning: Algorithms like decision trees, random forests, and neural networks can identify complex patterns in data. - Statistical Methods: Techniques such as regression analysis and time-series forecasting are commonly used. - Natural Language Processing: Analyzing text data from social media or health records to extract meaningful information. - Geospatial Analysis: Mapping disease spread to identify geographic patterns and hotspots.
