This course introduces important concepts about intelligent systems. It provides a basis in mathematical tools and algorithms used in AI and machine learning. It introduces optimization techniques used in Intelligent Systems II. It will describe many current examples and how they are implemented in cloud systems. The course is based on Python for data analytics.