45-983 Advanced AI for Business Leaders
6 units, Carnegie Mellon University
This course explores the dynamic intersection of leading-edge Artificial Intelligence (AI) technologies and business strategy, equipping students with the knowledge and skills to harness the transformative potential of advanced AI for organizational success. In an era characterized by data-driven decision-making, AI-driven innovation, and evolving market landscapes, businesses need strategic leaders who can navigate the complexities of AI adoption effectively. This course draws upon the most recent development of AI technologies, and discuss the corresponding strategic applications and impacts for today's business and policy decision making. Some of the technologies that will be covered in the course include: Deep Learning Image & Video Mining Temporal-Spatial Data Mining Big Data Analytics Natural Language Processing Generative AI and Foundation Models Ethics and Responsible AI This course uses a combination of lectures on case studies and readings, lectures on advanced AI techniques and industry guest speakers. This course is designed for students with a background in technology, business, policy, management, or related fields who aspire to become strategic leaders in organizations leveraging AI. We will combine lectures, case studies, group discussions, hands-on labs and projects, and industry guest speakers to provide with a holistic understanding of AI's role in shaping business strategy. If students are interested in a career as data scientists or data analysts, this class will help students understand how these data roles impact a company's business or policies. If students are interested in more managerial or business roles, this class will provide them with a foundation to understand data and analytics processes so that they may interface with these roles in their organizations.
Prerequisites: none listed
Offered: Spring 2026
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