This course covers concepts in data analysis using Artificial Intelligence (AI). Topics include key principles of learning theory, methods for model selection and evaluation, regression analysis, and classification algorithms. Additional topics include probability and statistics as they are applied in data analysis.
CS 5200: Artificial Intelligence and Machine Learning I
Subject