Stepping beyond the realm of theoretical concepts and simulations, practical machine learning involves implementing AI models on ongoing projects. This methodology offers a unique opportunity to evaluate the performance of AI in dynamic environments. Through continuous training and fine-tuning on real-time data, these models can modify to sophisti