This module explores how artificial intelligence (AI) and computational biology is transforming the drug discovery landscape, enabling faster and more efficient identification of novel therapeutics. It provides an in-depth understanding of the integration of AI and computational techniques with biological data to accelerate various stages of drug discovery, from target identification to lead optimisation and clinical trials. The module is taught through a mixture of lectures and workshops and is assessed through data analysis report and scientific report.