1. Introduction & Overview What is PII (Personally Identifiable Information)? PII refers to any data that can uniquely identify an individual. Examples include: In the DataOps context, managing and protecting…
1. Introduction & Overview What are Audit Logs? Audit logs are chronological records of system events and user actions that capture what happened, when it happened, who performed it, and…
1. Introduction & Overview Data is the backbone of modern healthcare operations. With the rapid rise of DataOps—a methodology combining data engineering, DevOps, and agile practices—healthcare organizations must handle sensitive…
1. Introduction & Overview What is GDPR? The General Data Protection Regulation (GDPR) is a data privacy law enacted by the European Union (EU) in May 2018. It governs how…
1. Introduction & Overview What is Data Classification? Data Classification is the process of organizing data into categories based on its type, sensitivity, and business value. It determines how data…
1. Introduction & Overview What is a Data Catalog? A Data Catalog is a centralized inventory of an organization’s data assets. It enables teams to discover, classify, organize, and govern…
1. Introduction & Overview What is RBAC (Role-Based Access Control)? Role-Based Access Control (RBAC) is a security framework that restricts system access to authorized users based on their assigned roles.…
Introduction & Overview Data stewardship is a critical discipline within modern data management, ensuring data is accurate, secure, and usable across an organization. In the context of DataOps, a methodology…
Introduction & Overview Data Access Control (DAC) is a critical component in modern data management, ensuring that sensitive data is protected while enabling efficient workflows in DataOps environments. This tutorial…
Introduction & Overview Data Drift is a critical concept in DataOps, addressing the challenges of maintaining data quality and model performance in dynamic data environments. This tutorial provides an in-depth…