Which is the first step data scientists take in the Business Understanding process?

The first step in the Business Understanding process is to understand the goal. This foundational step is crucial as it sets the direction for the entire data science project. By establishing a clear understanding of the goal, data scientists can define what business problems need to be addressed and what success looks like.

Understanding the goal involves asking questions about the specific business context and the intended outcomes of the analysis. It ensures that the data scientist is aligned with the business stakeholders and can effectively translate their needs into data-driven solutions. Without this clarity, subsequent steps in data analysis would be unfocused and less likely to yield valuable insights.

This step plays a pivotal role in guiding the activities that follow, such as identifying objectives and engaging stakeholders, ensuring that all efforts remain aligned with the overarching business purpose.