Why ML Models Succeed in Jupiter but Fail in Production?
Students in a Data Science Course often face this big engineering gap. Notebooks hide the real-world problems that happen when many live users visit a site. Moving code from a test notebook to a real app requires strict software rules. This article explains why good test models fail when they face real users.