In this project, I worked with data from one of Africa's largest open data platforms openAfrica. I looked at air quality data from Nairobi, Lagos, and Dar es Salaam; and build a time series model to predict PM 2.5 readings throughout the day.
This project was packed with new skills that i've mastered. Now i can:
Get data from a MongoDB database
Explore and clean time series data.
Build autoregression models.
Tune hyperparameters.