While DevOps revolutionized software development and deployment, MLOps (Machine Learning Operations) extends these principles to address the unique challenges of machine learning systems. ???? The fundamental difference lies in how data transforms the entire operational landscape, creating complexities that traditional DevOps practices weren't desi