Artificial Intelligence, Product Management, Machine Learning, Application Development.
processes. AI/ML systems introduce complexities around probabilistic models, opaque behaviors, evolving data landscapes, computational demands, ethical considerations, and dynamic lifecycle management. Effectively navigating these challenges requires new skills — quantitative model evaluation, data