A conference for the presentation of new developments and research findings in the fields of computer science, engineering applications, and security is the 1st International Conference on Big Data and Machine Learning (ICBDML--2024), which will take place in Bhopal, Madhya Pradesh, India. In order to build intelligent ICT systems and pursue machine learning applications for contents, platforms, networks, and devices, the conference encourages their translation into real-world applications. ICBDML-2024 aims to provide an opportunistic forum and vibrant platform for researchers and industry practitioners to build business or research relationships, find global partners for future collaboration on emerging issues, and share state-of-the-art knowledge gained from their original research work and practical developments on specific new challenges, applications, and experiences. The conference's "Expert Application" theme will focus on the most recent advancements in research.