| Example Use Cases | Type of ML |
| Spam Filtering | Classification |
| Sentiment Analysis | Classification |
| Fraud Detection | Classification |
| Customer Ad Targeting | Classification |
| Churn Prediction | Classification |
| Support Case Flagging | Classification |
| Content Personalization | Classification |
| Detecting Manufacturing Defects | Classification |
| Customer Segmentation | Classification |
| Event Discovery | Classification |
| Genomics | Classification |
| Drug Efficacy | Classification |
| Stock Market Prediction | Regression |
| Demand Forecasting | Regression |
| Price Estimation | Regression |
| Ad Bid Optimization | Regression |
| Risk Management | Regression |
| Asset Management | Regression |
| Weather Forecasting | Regression |
| Sports Prediction | Regression |
| Product Recommendation | Recommendation |
| Job Recruiting | Recommendation |
| Netflix Prize | Recommendation |
| Online Dating | Recommendation |
| Content Recommendations | Recommendation |
| Incomplete Patient Records | Imputation |
| Missing Customer Data | Imputation |
| Census Data | Imputation |