Inspiration

I was living in Beijing for four years and was tired of not knowing when it would be clean enough to safely jog outside without a mask.

What it does

It takes the weather forecast and builds predictions off it.

How I built it

My taking lots of data and training a random forest.

Challenges I ran into

Realizing that it was time series data so that previous predictions wound up being predictor variables, which complicated things.

Accomplishments that I'm proud of

Getting dependencies loaded on EC2

What I learned

How to build a machine learning driven angular app

What's next for Pollution Forecast Machine

Get data related to car emissions and factory emissions and tweak the model

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