Ce dépôt contient des applications de notions de data science (nettoyage, visualisation, modélisation...) avec python sur le cas de l'évolution du nouveau coronavirus covid-19 au Bénin.

This repository houses code for the visualization of data pertaining to the spread of COVID-19. View deployment here:

This repository contains the code that does exponential regression using gradient descent optimizer.

Regression

The repo contains initial analysis and model for COVID19 prediction model for Michigan.

COVID-19 forecasting dashboard using data from John Hopkins University, PHE and www.gov.uk. An NHS Bed forecasting model for England is also added to the UK table and plotted. There is also a notebook for forecasting the Italy COVID-19 cases which implements a logistic model, and exponential model, and tries the fb prophet model. Important note:…

Bi-exponential regression, (two-phase decay)

Set of Regression Method

Programme pour effectuer une régression linéaire, régression exponentielle et régression puissance en C

This is an example machine learning programming using C++. I have created an example of Sigmoid function in C++.

Syracuse University, Masters of Applied Data Science -SCM 651 Business Analytics

Python package that analyses the given datasets and comes up with the best regression representation with either the smallest polynomial degree possible, to be the most reliable without overfitting or other models such as exponentials and logarithms

The Most Efficient Way to Design AI

Optimization in ML

Data analysis of the COVID-19 outbreak in Italy updated daily from official sources