What is the first step in building a prediction with Einstein Prediction Builder?

The correct answer is defining the problem, which is an essential initial step in the process of building a prediction with Einstein Prediction Builder. This step involves clearly articulating what you aim to predict and understanding the business context surrounding that prediction.

By defining the problem first, you set the framework for the entire predictive model. This includes identifying relevant variables that may influence the outcome and ensuring that the prediction aligns with business objectives. It helps to narrow down what specific data needs to be gathered and how the predictions will be used, making it a foundational step for further actions such as gathering data, training the model, and ultimately making predictions.

Focusing on the problem definition ensures that subsequent steps are relevant and targeted, providing a clear path to effective predictive outcomes. Gathering data and training the model, while critical steps, rely on a well-defined problem to ensure the correct data is collected and the model is trained appropriately. Making predictions is the final step that follows after thorough preparation.