The workshop on “Research Frontiers in Healthcare Analytics with Deep Learning Techniques: A Hands-on Approach using Python” is designed to provide participants with a comprehensive understanding of cutting-edge research trends and practical methodologies in the field of healthcare analytics. Participants will explore the application of deep learning models to real-world healthcare datasets, focusing on tasks such as disease prediction, medical image analysis, and patient outcome forecasting. Through interactive Python-based sessions, attendees will gain practical skills in implementing neural networks, CNNs, RNNs and advanced deep learning architectures tailored for healthcare applications. This workshop aims to bridge the gap between academic research and real-world clinical challenges, empowering researchers, students, and healthcare professionals to contribute effectively to the evolving landscape of AI-driven healthcare solutions.