Machine learning can be used in healthcare, including prediction of antimicrobial resistance. However, ML models perform better when the dataset is large. Unfortunately, most laboratories in Nigeria do not have electronic records to access their data and make predictions and models. Availability of large dataset spanning 2 years above will be beneficial. Thanks.