Difference between MLlib and ML packages in Apache Spark
| MLlib (Machine Learning Library) | ML (Machine Learning) |
|---|---|
| Original machine learning library in | A newer machine learning library introduced |
| Spark, now in maintenance mode | in Spark, recommended for new projects |
| Provides RDD-based APIs | Provides DataFrame-based APIs |
| Offers a wider range of algorithms | Focuses on simplified, streamlined API |
| Supports both batch and real-time processing | Primarily designed for batch processing |
