Data Lifecycle: Collection To Deletion

This lesson introduces the complete AI data lifecycle and explains how data moves from initial collection through storage, labeling, preprocessing, training, archival, and secure deletion. Learners explore the responsibilities of key stakeholders, common risks at each stage, and the governance practices that help organizations manage data responsibly. Understanding the data lifecycle provides the foundation for privacy, security, compliance, and trustworthy AI development.