Understanding Heuristic in Problem Solving

Heuristics are general strategies used to make quick decisions with limited information. In machine learning, heuristics help determine solutions efficiently without trying every possibility. For example, Amazon's movie recommender system initially used a heuristic approach of recommending the top 10 movies. Understanding heuristics is crucial in developing better approaches than simplistic, past-based methods, especially in complex decision-making scenarios like movie recommendations.