Mahchine Leaning in Action (python)
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- 预测数值型数据:回归
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- 数回归
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- 使用K-均值聚类算法对未标注数据分组
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- 使用Apriori算法进行关联分析
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- 使用FP-growth算法来高效发现频繁项集
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- 使用PCA来简化数据
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- 使用SVD简化数据
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- 大数据与MapReduce
- 附录A Python入门
- 附录B 线性代数
- 附录C 概率论复习
- 附录D 资源
- 索引
- 版权声明
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Mahchine Leaning in Action (python)
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