This course introduces core concepts and applications of artificial intelligence and machine learning. Students explore key workloads, including anomaly detection, computer vision, natural language processing, and knowledge mining, while learning to prepare data, train models, and evaluate results. Hands-on activities include applying AI tools for image recognition, text analysis, and speech processing, as well as experimenting with generative AI and large language models. The course also addresses ethical and responsible AI principles, including privacy, safety, transparency, and accountability in AI solutions.
Prerequisites
CISM125 or CISM129 or CISM132