Learn about the role of the pooling layer in CNNs. We'll talk about the role of pooling layer, types of pooling layers and their functioning, strategies on kernel size and stride along with the logic behind the numbers and other types of pooling like Global Average Pooling, Stochastic Pooling, ROI Pooling.