Covid19 Machine Learning & Data Analytics Application

This repository is the stronghold for this Application which have tons of Visualisations and Information about everything covid-19 related

Timeline of Number of Cases Daily Reported - India

Vaccine Administration - United Kingdom

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DeepLearning ( Precondition Based Prognosis )

• A Multi-Layered Perceptron Model which was trained on an enormous COVID19 Patient records, Can accurately predict the likelihood of requiring an Intensive Care unit and Intubation if he/she ever tests positive for COVID-19. This section also presents Analytical Insights of people whose Age, and Pre-Conditions are the Absolute same as yours. This should create a critical awareness of the situation in a numerical sense.

• Preview (Default)

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Version TimeLine( Changelog )

• ChangeLog Document

Last two Records ..

• [14/5/2021] ~ Re-Organisation Complete

  • Vaccine Page re-Organisation
    • Vaccinations of the world
      • Information about all the Vaccines available
    • Vaccine Administration
      • Percentage description of Vaccine Administration in Countries
  • Fixed some front-end issues
  • Default theme setup with config.toml

• [23/5/2021] ~ Pre-Conditional Prognosis (DeepLearning)

  • Pre-processing
  • Trained Networks will now estimate the likelihood of people requiring an ICU and Intubation
  • Front-End Changes
    • Google's Newfont
    • Added Secondary Theme Color to some elements in the dashboard
  • Removed About page
  • ChageLog.Md is Created
  • tensorflow==2.5.0 >> requirements.txt

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