This in-person course introduces participants to the rapidly evolving landscape of AI-driven analytics, from foundational data analysis to emerging AI trends. It is designed to help researchers understand what modern analytics and AI methods can do, when to use them, and how they can support research across disciplines. No prior experience with AI or machine learning is required.