Neural Networks, artificial Intelligence and Lectures as an educational produc.

This work presents a study and a detailed analysis of the mathematics underlying neural network algorithms applied to image recognition. It explores the complexity and elegance of the equati- ons and functions that enable these networks to ‘learn’ to identify visual patterns. Additionally, the paper suggests a scientific divulgation initiative for high school students. Through lectures in the city of Lucas do Rio Verde, Mato Grosso, we sought to awaken the interest of young people in the intersection between artificial intelligence and mathematics, demonstrating how abstract concepts translate into innovative technologies with practical applications.