Dive into the world of Graph Neural Networks (GNNs) and explore their groundbreaking applications in drug discovery during this comprehensive 3-hour workshop. Learn the fundamental concepts of GNNs, understand their architecture, and discover how these powerful models are revolutionizing the pharmaceutical industry. Explore real-world case studies that demonstrate the potential of GNNs in predicting molecular properties, identifying drug-target interactions, and accelerating the drug development process. Gain hands-on experience with practical examples and implementation techniques, equipping yourself with the knowledge to leverage GNNs in your own research or projects. Whether you're a data scientist, researcher, or pharmaceutical professional, this workshop will provide valuable insights into the cutting-edge intersection of machine learning and drug discovery.