Data Strategy and Architecture for AI

1.5 credits · College of Connected Computing - Professional

Data foundations required for production AI systems. Data governance frameworks; data quality assessment and improvement; data pipeline design for AI workloads; managing training data and evaluation datasets; data privacy and compliance in practice; integrating data from multiple organizational sources. Students design data strategies for real organizational contexts. Synchronous online with asynchronous components. [1.5]