Build a model to predict the impact of weather on urban air quality using Amazon SageMaker Amazon Web Services

Air pollution in cities can be an acute problem leading to damaging effects on people, animals, plants and property. It is an important topic which is getting increased attention as the human population of cities continues to increase. This year it was the subject the 2018 KDD Cup, the annual data mining and knowledge discovery competition organized by ACM SIGKDD. The burning of fossil fuels for transport and home heating is a major contributor to air pollution in urban environments, creating the pollutant nitrogen dioxide (NO2). This is a secondary pollutant produced by the oxidation of NO. It is a major contributor to respiratory problems. In the European Union, the Cleaner Air For Europe (CAFÉ) Directive 2008/50/EC established an hourly limit of 200 μg/m3 and an annual mean limit of 40 μg/m3 in respect of NO2.