Machine learning in e-learning - k-means clustering

Is it possible to use machine learning in e-learning? There are several aspects of e-learning where machine learning (ML) can be applied. Machine learning can be used directly in the learning content or on analytics. Since an LMS captures a large amount of data every day related to the content (courses or modules), learners and trainers, machine learning can immediately find application in analytics. Before we get to that, let’s understand what Machine Learning is in simple terms. Machine learning (ML) is a subset of Artificial Intelligence (AI). In Machine Learning, you write algorithms that allow the system to learn from the data provided. The system discovers data features and then uses that to conclude a fact, perform an action or improve itself.