Insurance, Risk Management, Data Science, Insurtech, Machine Learning.
Generative and Discriminative models, along with adversarial training, we would be able to transform noise into realistic weather data. Data: For this study, we will use the total monthly precipitation from five weather stations located in the Bay Area, CA. For training the GAN model, we will use