This workshop aims to explore the integration of advanced data-driven techniques in water resource management. The program aims to provide participants with insights into how machine learning algorithms can be applied to solve complex problems such as rainfall-runoff prediction, flood forecasting, groundwater modeling, and water quality assessment. Experts will share real-world case studies, introduce tools like Python and ML libraries, and conduct hands-on sessions. The workshop is designed to benefit students, researchers, and professionals interested in sustainable and smart water resource solutions.