This is our awesome AirBnB price prediction and flat description generator project.
Launch the project with docker-compose upand open Jupyter Lab which runs on https://127.0.0.1:8888 to run the Jupyter Notebooks.
- Web scraping from AirBnb
- Web-API call to opendata.swiss to get rental prices of Zurich
- EDA
- Sentiment analysis on comments
- Everything runs via Docker / Docker-Compose
- PostreSQL DB container to save/read data
- GPT-2 Model to generate apartement descriptions
- Regerssion model to predict the prices for AirBnB apartements