Establishing a robust machine learning workflow is paramount for achieving consistent and scalable results. A well-defined workflow encompasses a series of phases that direct you from data acquisition to model implementation. First, it's crucial to define your goals and collect the appropriate dataset. Data transformation follows, requiring techniq