13:30 • 90 minutes
Challenge kickoff
Camila Rios • Datathon Mentor
Review of the problem statement, scoring rules, and team formation for the datathon.
Centro de Innovación
15:15 • 60 minutes
Dataset cleaning and validation
Camila Rios • Datathon Mentor
Guide to identify outliers, missing values, and consistency across key variables.
Centro de Innovación - Sala A
16:30 • 45 minutes
Baseline modeling sprint
Camila Rios • Datathon Mentor
Build a baseline solution to benchmark improvements during the challenge.
Centro de Innovación - Sala B
17:30 • 60 minutes
Feature optimization and tuning
Camila Rios • Datathon Mentor
Practices to iterate hyperparameters and improve performance without overfitting.
Centro de Innovación - Sala A
18:45 • 45 minutes
Visualization for result storytelling
Camila Rios • Datathon Mentor
How to build clear visualizations to present insights to judges and stakeholders.
Centro de Innovación - Sala B