Machine learning is a subset of artificial intelligence (AI) that involves training algorithms to identify patterns and make decisions based on data. In biotechnology, it is used to analyze complex biological data, leading to advancements in drug discovery, genomics, and personalized medicine. For instance, ML algorithms can process large datasets from genomic sequencing to identify potential genetic markers for diseases.