Optimizing Machine Learning Workflows: Containerization, Versioning with DVC, and CI/CD Automation

Machine learning models are becoming increasingly complex and require a lot of dependencies to run. Containerization is a technique that allows developers to package an application and its dependencies into a single container. This makes it easier to...