You are working for a property management company renting rooms and properties for short periods of time on various rental platforms. You need to estimate the typical price for a given property based on the price of similar properties. Your company receives new data in bulk every week. The model needs to be retrained with the same cadence, necessitating an end-to-end pipeline that can be reused.
In this project you will build such a pipeline.
- Weight & Biases: https://wandb.ai/minee-park/nyc_airbnb
- GitHub Repo (main branch): https://github.com/staedi/build-ml-pipeline-for-short-term-rental-prices
- GitHub Repo (latest release): https://github.com/staedi/build-ml-pipeline-for-short-term-rental-prices/tree/1.0.1