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