What is CNN in machine learning?

CNN “Convolutional Neural Network” is more commonly listed under deep learning algorithms which is a subset of machine learning and AI. Convolution means, convolving/applying a kernel/filter of nxn dimension on a selected pixel and its surroundings, then moving the same kernel to the next pixel and its surrounding and so on, to asses each pixel.