The Deep Learning for Academic Research workshop focuses on the theoretical foundations and practical applications of deep learning in academia. Through hands-on projects and case studies, participants will gain expertise in leveraging neural networks, advanced architectures, and data-driven methodologies to enhance their research outputs. The workshop is tailored for academicians and PhD scholars aiming to integrate deep learning into their research workflows.