The Doctoral Seminar in Applied AI Innovation is an advanced interdisciplinary course designed for doctoral-level students seeking to push the boundaries of AI innovation. This course will provide an immersive and research-oriented experience, enabling students to explore cutting-edge AI techniques and methodologies to drive innovation across diverse domains. We will cover AI Fundamentals and Innovation Landscape, Ethical AI and Practical Implementation and Applied Innovation and Capstone Project Specific emphasis will be given to AI based innovation, patenting and product development.