The CDLPP conference aims to bring together experts, researchers, and enthusiasts from particle physics, machine learning, and quantum computing. It focuses on exploring the dynamic intersection of HEP and advanced computational techniques, emphasizing the transformative impact of Deep Learning in uncovering the universe's fundamental mysteries.The conference will highlight the state-of-the-art in Deep Learning  methodologies, their integration with physical principles, and their application to experimental and theoretical challenges in HEP. The conference seeks to bring together scientists