4th International Conference on Machine Learning, IoT and Big Data (ICMIB-2024) aims to bring together leading academic scientists, researchers and research scholars to exchange and share their experiences and research results on all aspects of Machine Learning, IoT and Big Data. The Machine Learning, IoT and Big Data are characterized by the usage of smart solutions with embedded intelligence at the edge that relies on high connectivity, processing capabilities for edge devices and real-time analysis of information.