My solution to SUA: Outsmarting Outbreaks Challenge by Zindi. The objective of the challenge was to predict the number of cases for 7 different diseases in Tanzania, for each month of the year 2023. Using as training data number of cases, meteorological and geospatial variables from 2019 to 2022.
# SUA-Outsmarting-Outbreaks-Challenge
My solution to the SUA Outsmarting Outbreaks challenge by Zindi. The goal of the challenge was to the number of patients for 7 different diseases in each month of the Year 2023.
The diseases are:
- Cholera
- Diarrhea
- Dysentery
- Intestinal Worms
- Malaria
- Schistosomiasis
- Typhoid
The whole EDA, preprocessing, Feature Engineering and Model Cross Validation is available in the notebook provided in this repository. Submission notebook is not available since the challenge has already closed.