We created the presentation and filled the Project Details. We are getting ready for take-off!
We combined the whole dataset and trained a Stochastic Gradient Descent for a full Air Pollution prediction in Skopje. Mean Squared Error less than 20!
We trained the ARIMA auto-regressive model for the Air Pollution.
We integrated the whole dataset and made some common statistics including correlation and auto-correlation.
We retrieved data from an Open Data Weather API about the most important measurements that influence Air Pollution.
We retrieved data from The Ministry of Ecology, Macedonia about the Air Pollution in Skopje for the lasts 12 years.
SpaceApps is a NASA incubator innovation program.