Rainfall prediction
EDA and predictions using Machine Learning models on a dataset containing weather data obtained from the Australian Bureau of Meteorology. An extra column to the existing dataset called Rain Tomorrow has been manually added, which predicts the probability of observing rain on the following day. You can find the original dataset (segregated) below;
http://www.bom.gov.au/climate/data/
Our first aim is to explore the dataset (EDA) by using graphs to visualize any interesting patterns/trends. Machine and Deep Learning classifiers are deployed to predict whether, based on the current set of features, it will rain on the following day.