Inference Algorithms

Inference algorithms are methods used by computers to draw conclusions or make predictions based on data. They analyze existing information to find patterns or relationships, allowing the system to generate new knowledge. For example, if an algorithm learns that people who drink coffee often also enjoy tea, it might infer that a new coffee drinker might like tea too. These algorithms are essential in fields like machine learning, natural language processing, and artificial intelligence, enabling systems to improve their understanding and decision-making capabilities over time as they process more data.