online learning的定义，算法，优缺点， 及和Batch learning 区别有哪些？ - 知乎
15 September 2025 admin
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Online Learning需要具备下述的几个特点： 数据从流式数据源获取，比如Kafka、MQ 可以对Mini Batch甚至单样本训练并产生新模型 特征和目标可以实时生成并实时拼接成样本 2 Online Learning应用场景和优缺点 Online Learning优点很明显，就是可以对训练样本做实时的反馈。
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