Spark, Distributed Systems, Machine Learning, Hadoop, Scalability.
Dataset Features Fig 6. Time series nature of the humidity values is clearly visible Firstly, transform data to derive new features useful to predict humidity. Fig 7. New Features: Day, Week & Scale = Temp*Rainfall A. Standalone Implementation Now we can train sklearn’s Random Forest Regressor with