Data Efficiency

Data efficiency refers to how effectively a system uses data to perform its tasks or make predictions. It means achieving accurate results with fewer data points or less information, which saves time and resources. For example, a data-efficient machine learning model can learn quickly from a small amount of data, rather than requiring massive datasets. This is valuable because it reduces costs, speeds up development, and often leads to better performance when data is limited or expensive to acquire. Overall, data efficiency is about maximizing insight and accuracy while minimizing data usage.