Covid-19, Machine Learning, Data Science, Health.
exponential growth, or sudden spikes). We assume all parameters are unknown and attempt to optimize the parameters using nonlinear least squares regression to fit our model to actual COVID-19 data. Under the hood, we’re iteratively optimizing the bounded parameters of the SIRD model β, γ and ρ