Knowledge distillation is a groundbreaking machine learning approach. Involved in transferring knowledge from complex models to simpler ones, it facilitates efficient computation. It is a boon for tech organizations with resource constraints, aiding the deployment of high-performing, yet lightweight models for maximized operational efficiency. Both experts in Artificial Intelligence and businesses across various sectors benefit from its application.