Artificial Intelligence and Machine Learning Applications Questions

Assess understanding of machine learning fundamentals and practical enterprise applications of artificial intelligence. Candidates should explain supervised and unsupervised approaches, model training and evaluation, data preparation and feature engineering, and operational concerns such as machine learning operations and monitoring. They should discuss generative artificial intelligence capabilities, natural language processing and computer vision use cases, how to measure business impact, and responsible artificial intelligence considerations including fairness, explainability, privacy, and governance.