Establishing a robust machine learning workflow is paramount for obtaining consistent and scalable results. A well-defined workflow encompasses a series of phases that guide you from data gathering to model implementation. First, it's crucial to specify your targets and collect the appropriate dataset. Data preprocessing follows, requiring techniqu