Machine learning (ML) is an artificial intelligence (AI) science that allows machines to automatically learn from data and past experiences to discover patterns and make predictions with minimal human interaction. This article covers machine learning basics, kinds, and top five applications. It lists the top 10 2022 machine learning trends.