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AI/ML HACKATHON 1.0 (HEALTHCARE STATEMENT 3): HEL-3

Daily reports:

  • Contains smaple practice data.
  • Based on california housing prices & regression models used.

TwitterSentimentalAnalysis:

  • Ananlysing tweets related to Covid and particular location.
  • Monitoring real-time effect on outbreak prediction model.
  • Relevant for targeted regional social drives for public engagement & clustering.

frontend:

  • Used technologies: Next.js (primary), Node.js
  • Showing real-time predicted data.
  • Early alert system integration.

states_data:

  • Contains many datasets in comma separated form.
  • Contains custom tools for converting .csv files to JSON form.
  • Contains regional data in JSON format.
  • Contains predictions tools with parallel pipelining style.

LICENSE

  • Repositary licensed under MIT 2.0.

package_installer.exe

  • Installs required packages for running ML libraries in Python.
  • Coded in C.
  • Directly interacts with Windows terminal.

reference

  • File about how ML can be used to predict Covid spread.

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ML pipeline having multimodal disease outbreak prediction based on climate, social media trends, and goverment reports.

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