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forest

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Build disaster response pipelines with the message data from Figure Eight. A ETL pipeline was built to process the message data from major natural disasters around the world. A ML pipeline was built to categorize these events according to the messages. A web app was set up to visualize the data and classify the message after typing in.

  • Updated Dec 24, 2021
  • Python

This project aims to predict the occurrence of forest fires using machine learning. The project includes a Flask-based application that serves both backend (for model training and prediction) and frontend Created using Threejs (for user interaction).

  • Updated Jul 21, 2024
  • Python

Environmental Data Monitoring System is a web-based application for monitoring and visualizing environmental data. Built using React, Express.js, MongoDB, and Node.js, the system allows users to view, analyze, and log environmental data effectively. Key features include data updates, interactive chart for data visualization.

  • Updated Oct 8, 2024
  • Python

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