数据挖掘与机器学习技术

数据挖掘与机器学习技术
数据挖掘算法：数据挖掘旨在从大量数据中发现潜在的模式和规律。常见的数据挖掘算法包括关联规则挖掘（如 Apriori 算法）、聚类分析（如 K - Means 算法）、分类算法（如决策树、支持向量机等）。例如，电商平台可以通过关联规则挖掘发现用户购买商品之间的关联关系，从而进行精准营销。
机器学习框架：机器学习是大数据分析的核心技术之一，它让计算机通过数据学习模式和规律，并进行预测和决策。常用的机器学习框架有 TensorFlow、PyTorch 等。这些框架提供了丰富的工具和算法，支持深度学习等复杂模型的开发和训练。例如，在图像识别领域，利用深度学习模型可以实现对图片中物体的准确识别和分类

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