Machine learning algorithms play a key role in data-driven decision-making. They help automate pattern recognition, predictions, and classifications.
| Algorithm | Description | Use Case |
|---|---|---|
| Decision Trees | A hierarchical model that splits data based on features. | Customer churn prediction, medical diagnosis. |
| Random Forest | A collection of decision trees that improve prediction accuracy. | Fraud detection, loan approval prediction. |
| Neural Networks | A deep learning model mimicking the human brain. | Image recognition, speech processing. |