This course covers the fundamental concepts of AI and machine learning. Students will develop solutions to concrete problems and create models and tools based on AI, think analytically about a problem using insights from AI and causal analysis, construct models and tools to deal with uncertain situations and understand the applicability of different techniques and their benefits and limitations.