Speakers:

Milan Flach

Forecasting Air Quality in Berlin with XGBoost

Date:

Thursday, Oct 5, 2023

Time:

10:30 am

Summary:

Air pollution in cities has to stay below certain limits for health reasons. Reliable forecasts of air quality offer the opportunity to control air pollution, e.g. by managing peak traffic flows.  This talk shows an approach to forecast air pollution within the city of Berlin for the next few days using xgboost. The talk will focus on the model and the challenges we faced during the modeling process. We will also have a glance at the tech stack we use (e.g., Clickhouse, kubernetes, Docker, Redash, FastAPI).

Ready to attend?

Register now! Join your peers.

Register nowView Agenda
Newsletter Knowledge is everything! Sign up for our newsletter to receive:
  • 10% off your first ticket!
  • insights, interviews, tips, news, and much more about Predictive Analytics World for Climate
  • price break reminders