The Big Data and Machine Learning in Managing Global Health Crises : The Case of the Covid-19 Pandemic.

The Covid-19 pandemic has highlighted the critical importance of Big Data analytics and Machine Learning in effectively managing global health crises. In this article, we explore how, in this era of Big Data analytics applied to Covid-19, Machine Learning techniques have played a critical role in understanding, predicting and mitigating the spread of the virus. Thanks to Machine Learning, intelligent prediction models have been developed, allowing the transmission of the virus to be monitored and future developments to be anticipated. This study aims to explore the role of Machine Learning applications and algorithms by analyzing large Covid-19 datasets from the social media platform Twitter. Finally, the insights gained from these analyzes offer valuable insights for policy makers and health professionals in their efforts to address future pandemics.