AI Data: Analyze, Govern, Plan

AI projects succeed or fail on the strength of their data. In this course, you’ll learn to diagnose pipeline bottlenecks, enforce governance standards, and plan data workflows that keep projects on track. Through real-world scenarios, you’ll trace issues like stale feature vectors, audit data handling for compliance with regulations such as General Data Protection Regulation (GDPR), and design actionable plans for data acquisition, storage, and annotation. You’ll also practice translating technical findings into project-ready deliverables, like drafting a Jira epic for large-scale data labeling

• In this course, you’ll learn to diagnose pipeline bottlenecks, enforce governance standards,
• Plan data workflows that keep projects on track
• You’ll also practice translating technical findings into project-ready deliverables, like drafting a Jira epic for large-scale data labeling

• Basic familiarity with the topic and its common terminology
• Readiness to practice through applied exercises or case-based work