Though the interview was for the role of business analyst role, there were certain questions related to Machine Learning, Statistics, etc.
Whenever a model is trained based on examples as input and output are provided, this is known as Supervised Learning. Example: Regression, XGB. When data is grouped based on similar features, it becomes unsupervised learning. Example: Clustering