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This project consists of predicting the number of dengue cases in Iquitos (Peru) and San Juan (Puerto Rico) in a specific week. For this task, we used two Machine learning algorithms, Random Forest and Support Vector Regression. The project was done in the Royal Institute of Technology (Stockholm, Sweden)