Cognitive Project Management in AI: Evaluating Data for AI Project Readiness

Data is the foundation of every AI initiative, but not all data is created equal. Before building models, you must ensure that the data is relevant, sufficient, and trustworthy enough to support your goals.In this course, explore how to evaluate data readiness through a structured project framework. Next, learn to assess dataset quality, identify gaps in ground truth, and spot risks from limited or imbalanced data. Finally, discover how to align data characteristics with business needs and decide whether to move forward or revisit earlier phases.After completing this course, you will be able to determine whether the data foundation is strong enough to proceed.