CSIS 115 — Introduction to Artificial Intelligence And Machine Learning
This course offers a comprehensive overview of Artificial Intelligence (AI) and Machine Learning (ML), covering fundamental topics. Students will begin with an introduction to AI, followed by an exploration of key concepts such as statistics, uncertainty, and Bayesian networks. The course delves into machine learning, logic, and planning, and progresses to advanced areas including Markov Decision Processes, reinforcement learning, and adversarial planning. Students will also study image processing, computer vision, natural language processing, information retrieval, and deep learning. The course concludes with a well-rounded understanding of AI's diverse applications. (CSU/UC).