Establishing a robust machine learning workflow is paramount for achieving consistent and scalable results. A well-defined workflow integrates a series of steps that direct you from data gathering to model release. Initially, it's crucial to outline your goals and gather the relevant dataset. Data transformation follows, requiring techniques like s