Code Monkey home page Code Monkey logo

valderas7 / airbnb_madrid Goto Github PK

View Code? Open in Web Editor NEW
0.0 0.0 0.0 171.73 MB

Análisis exploratorio de datos (EDA) de los alquileres Airbnb de Madrid. Se construyen varios modelos para predecir el precio, registrandolos con MLflow, y se crean dos imágenes de Docker (una con FastAPI y otra con Streamlit). Al final, se despliegan las dos imágenes con dos contenedores en un cluster de Kubernetes, exponiéndolos como un servicio.

Jupyter Notebook 98.23% Python 1.50% Dockerfile 0.26%
docker eda exploratory-data-analysis fastapi kubernetes machine-learning mlflow pandas python scikit-learn seaborn sklearn streamlit

airbnb_madrid's People

Contributors

dependabot[bot] avatar valderas7 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.