Despite the emerging and rapid progress of esports. approaches for ensuring high-quality analytics and training among professional and amateur esports teams are lacking. In this paper. we demonstrate how the application of data science techniques and Machine Learning (ML) approaches in esports. https://thebanyantreers.shop/product-category/mirrror/