AI Odyssey: Mastering Deep Learning and Generative AI

This six-week course provides a comprehensive immersion and smooth transition from Python, AI, ML, and DL to cutting-edge GenAI, essential for careers in science, engineering, management, and beyond. It offers vital skills to innovate and create solutions with AI technology, enhancing job market preparedness and competitiveness for students, faculties, and professionals alike. The course do not assume any pre-requisite knowledge of Python or AI or ML, although such previous exposure would be definitely helpful. Learning Outcome: At the end of this course the students will be able to • utilize basic concepts and terminology related to AI, ML, DL and GenAI for applications in science, engineering, and management • explore various deep learning and generative AI architectures including attention mechanisms • build real-world projects applying deep learning and generative AI models • develop and fine-tune Large Language Models (LLMs) for a specific application • gain insights into ethical considerations and best practices in AI development