MLlib: Main Guide
| Basic statistics | 基本統計 |
| Pipelines | 管道 |
| Extracting, transforming and selecting features | 特徵提取、轉換和選擇 |
| Classification and Regression | 分類和迴歸 |
| Clustering | 聚類 |
| Collaborative filtering | 協同過濾 |
| Frequent Pattern Mining | 頻繁模式挖掘 |
| Model selection and tuning | 模型選擇與調優 |
| Advanced topics | 高級主題 |
MLlib: RDD-based API Guide
| Data types | 數據類型 |
| Basic statistics | 基本統計 |
| Classification and regression | 分類和迴歸 |
| Collaborative filtering | 協同過濾 |
| Clustering | 聚類 |
| Dimensionality reduction | 降維 |
| Feature extraction and transformation | 特徵抽取和轉換 |
| Frequent pattern mining | 頻繁模式挖掘 |
| Evaluation metrics | 評價指標 |
| PMML model export | PMML模型導出 |
| Optimization (developer) | 優化（開發者） |