Machine Learning Mini-Project 5

Forecasting Hourly Bike Rentals in Seoul with pycaret, keras, and Tensorflow Probability

Peijin Chen
Towards Data Science
8 min readJan 5, 2021

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Photo by Pixabay from Pexels

Data: The Seoul Bike Sharing Data Set from UCI Machine Learning Repository. The target is Rented Bike Count. That means this is count data, which is positive integer values. The predictors/features are mostly weather-related, e.g. sunshine, rain, wind…

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