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Mbajk Availability Tracker

Mbajk Availability Tracker

Data science project that monitors and predicts availability of the Mbajk bike-sharing service. Includes data pipelines, model training, and API serving.

2023Personal
Source Code
PythonMachine LearningDockerDVCJupyterpersonal

// purpose

Track and predict bike availability at stations to help plan commutes.

// takeaway

Data quality matters more than model complexity.

// stack

PythonJupyterDockerDVCPoetry

// challenges

01

Building a reliable data pipeline that handles missing or delayed station data.