There are 10k+ air sensors that publish their pm2.5 measurements every 10 mins to https://aqicn.org/
In my forthcoming O'Reilly book, the first project is to build a ML model to predict air quality at the location of one of those sensors:
Book:
https://learning.oreilly.com/library/view/building-machine-l...
Code: