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prophet-facebook

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Projetos de modelagem e previsão de séries temporal em linguagem Python e linguagem R. Usarei vários modelos de bibliotecas e pacotes usados para tratamento, modelagem e previsão de séries temporais. Falarei um pouco sobre cada uma delas, gerarei a validação e as previsões e, por fim, realizarei a avaliação com a métricas pertinentes.

  • Updated Feb 7, 2022
  • Jupyter Notebook

This project aims to forecast weekly sales for retail stores using historical sales and economic data. By applying advanced time series forecasting models, we enable better inventory management, demand planning, and revenue optimization for retail chains. The project includes both traditional statistical models and deep learning techniques.

  • Updated Jun 7, 2025
  • Jupyter Notebook

Example of Prophet (Meta/Facebook) library usage. Utilizing the powerful Prophet library, this project offers robust time series forecasting capabilities. With comprehensive documentation and a streamlined setup process tailored for Linux systems, users can seamlessly automate predictions using cron jobs, enhancing efficiency in forecasting tasks.

  • Updated May 14, 2024
  • Python

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