.- A comparative analysis of the performance of the LightGBM method applied to time series forecasting.- Analysis and Forecasts of Sugarcane Production in Tons Using Machine Learning.- LSTM Recurrent Neural Network for streamflow forecasting in the upper basin of the Guayalejo Tamesi River, Mexico.- Leveraging Language Models for Location-specific Disease Mortality Rate Prediction from Large-scale Social Data, etc.