The 5th International Conference on Machine Learning and Soft Computing (MLSC 2024) will take place in Vancouver, Canada, from February 24-25, 2024, focusing on the latest advancements in machine learning and soft computing. Researchers are invited to submit original papers by January 27, 2024, with accepted works published in notable journals. Key dates include notification of acceptance by February 13, 2024, and final paper submission by February 17, 2024.