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Explore the dynamics and patterns of disease spread in this comprehensive lecture on epidemic shapes. Delve into mathematical models and data analysis techniques used to understand how infectious diseases propagate through populations. Examine factors influencing epidemic curves, including transmission rates, population dynamics, and intervention strategies. Gain insights into predicting and managing outbreaks through the lens of complex systems science. Discover how researchers apply these concepts to real-world scenarios, from historical pandemics to modern-day health crises.