Model training is an integral process within machine learning, using algorithms to learn from data, predict outcomes, and improve decision-making. Businesses, data scientists, and AI developers utilize these training models extensively for driving predictive analysis and automating tasks, thereby leading to enhanced efficiency and productivity.