Non-linear circuit analysis involves studying electrical circuits where the relationship between voltage and current is not proportional, leading to complex behaviors such as harmonics and bifurcations. This analysis requires specialized techniques and tools to accurately model and predict circuit behavior under various conditions, crucial for designing modern electronic systems.