Neural networks, the complex architectures of artificial intelligence, have revolutionized fields from natural language processing. Yet, their functional mechanisms remain a cryptic black box. This article aims to penetrate the depths these Predictive Analytics neural networks, exploring their framework and the process of training. We'll embark on