A Friendly Introduction to Convolutional Neural Networks and Image Recognition

This course provides a friendly introduction to Convolutional Neural Networks (CNNs) and image recognition. By the end of the course, learners will understand how computers recognize images using CNNs. The math required is basic addition and subtraction, with calculus being a bonus but not necessary. The teaching method includes a step-by-step explanation of image recognition software, classifiers, artificial intelligence, gradient descent, and CNNs. This course is intended for individuals interested in understanding the fundamentals of CNNs and image recognition, with no prior knowledge required.