This timely book explores the crucial application of mathematical modeling to the COVID-19 pandemic. Author M.M. Abbas Abdullah Al-Asadi demonstrates how principles of probability and statistics are used to analyze and predict infection and recovery rates. It provides a comprehensive look at the mathematical frameworks that underpin epidemiological studies, helping readers understand the quantitative methods used to assess risks, forecast the spread of the virus, and inform public health strategies. This work is essential for students and professionals in mathematics, public health, and data science seeking a deeper understanding of pandemic dynamics.