To properly format input data for AI Platform Training with built-in algorithms, it is essential to follow specific guidelines to ensure accurate and efficient model training. AI Platform provides a variety of built-in algorithms, such as XGBoost, DNN, and Linear Learner, each with its own requirements for data formatting. In this answer, we will discuss