Machine Learning Pipeline Assignment for Big Data class , 3º Year, 2º Semester, Bachelor in Artificial Intelligence and Data Science. Summary In this project our goal is to develop a pipeline to predict the length of stay of the patients at the ICU, given different tables of data.