AI Data: Analyze, Govern, Plan
About this course
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.
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What you'll learn
- diagnose pipeline bottlenecks
- enforce governance standards
- plan data workflows
- audit data handling for compliance
- design actionable plans for data acquisition
- translate technical findings into project-ready deliverables
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