Machine learning aided nanoindentation: A review of the current state and future perspectives

•The use of Machine Learning (ML) tools for supporting nanoindentation is reviewed.•Applications of ML for understanding load-depth data are investigated.•The use of ML for analysis large datasets from high-speed nanoindentation is also reviewed.•The potential impact of Artificial intelligence for nanomechanics is finally discussed.