The 5th International Conference on Machine Learning and Soft Computing (MLSC 2024) will be held on February 24-25, 2024, in Vancouver, Canada, providing a platform for researchers and practitioners to share advances in the field. Authors are invited to submit original papers by February 3, 2024, covering various topics in machine learning and soft computing. Selected papers will have the opportunity for publication in renowned journals following further revisions.