The College of Science in the Department of Mathematics discussed a seminar entitled Introduction of Deep Learning and Convolutional Neural Network Model for postgraduate student Aqeel R.Talib. The seminar aims to explain the convolutional neural network model used images classification, which is one of the deep learning algorithms and some basic concepts such as artificial intelligence, machine learning, and the artificial neural network model.