One day guest lecture program entitled “AI‑Driven Drug Discovery: Transforming Complex Therapeutic Landscapes” by Dr. Thippeswamy B.S, Professor, Department of Pharmacology, College of Pharmacy, Shaqra University,Saudi Arabia,was conducted at Sree Siddaganga College of Pharmacy. The aim of the guest lecture is to make the students and faculty members to get insight about current updates about Artificial Intelligence and machine learning in drug discovery and its application in pharma industry. Topic is very much useful for the students and faculties to prepare themselves ready for future aspects of technology driven drug discovery and its application in academic projects. Guest lecture also benefitted the students to enhance their knowledge in the field of network pharmacology and drug design, which will be helpful for future careers of the related domains in pharma industry.