In these series of articles, we will provide you with a brief dictionary of terms surrounding data science including AI, machine learning, and deep learning.
Now, what is Convolutional Neural Network in Data Science?
A Convolutional Neural Network is a common method used with deep learning, and is typically associated with computer vision and image recognition.
Convolutional Neural Networks employ the mathematical concept of convolution to simulate the neural connectivity lattice of the visual cortex in biological systems. Convolution can be viewed as a sliding window over top a matrix representation of an image. This allows for the simulation of the overlapping tiling of the visual field.