Describe the role of data in machine learning.
Data plays a pivotal role in machine learning as it serves as the foundation upon which models are built and trained. High-quality, well-structured data enables algorithms to learn patterns and make predictions accurately. Without sufficient and relevant data, the efficacy of machine learning models diminishes significantly, leading to subpar performance and unreliable outcomes.