2021 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE 2021) was successfully held in the form of online conference on July 9-11, 2021. The Conference Proceedings of MLISE 2021 has been published by Conference Publishing Services (CPS), and indexed by IEEE Xplore, EI Compendex and Scoupus.