Patrícia Rocha
MSc in Bioengineering with a specialization in Biomedical Engineering. Currently working as a Data Scientist at Automaise, developing AI-powered solutions to improve customer care.
Sessions
09-24
10:45
35min
A Python-Based Methodology for Solving Sustainability Problems with Data Science
Diogo Valente Polónia, João Afonso Pereira, Patrícia Rocha, João Matos
Python, as a one-stop-shop for Machine Learning, Geospatial Analytics, Optimization Algorithms, and Visualization Tools, can be leveraged to create a simple yet effective sustainability decision-making methodology with just four steps: Geospatial Indexing, Feature Engineering, Predictive Scoring, and Score Optimization.
With it, it's possible to tackle distinct sustainable development issues, from mobility transition to light pollution in a way that decision-makers can quickly implement it to take action for the Sustainable Development Goals.
Auditorium