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sarima

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Monitoring established in-land human activities using pollution satellite data. Copernicus Sentinel-5P (TROPOMI) is the satellite data imagery source for remote pollution sensing on which the entire project is based. The image processing phase has taken a significant amount of effort since it was crucial to extract useful and correct information…

  • Updated Nov 22, 2021
  • Python

This project focuses on analyzing historical stock market data and forecasting future stock prices using statistical and deep learning models. It covers the complete workflow — data collection, preprocessing, feature engineering, model training, evaluation, and visualization. The project serves as a beginner-to-intermediate reference.

  • Updated Oct 19, 2025
  • Python

Sistema web de análise preditiva de criminalidade para o Rio de Janeiro. Implementa 8 modelos de ML (ARIMA, SARIMA, Prophet, XGBoost, Random Forest, LSTM, Gradient Boosting, Ensemble) com visualizações interativas, mapas coropléticos e análise temporal. Arquitetura POO com Design Patterns, otimizado para Streamlit Cloud.

  • Updated Oct 31, 2025
  • Python

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