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计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

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计算广告基础
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推荐系统/计算广告/搜索

说明：本项目主要针对推荐系统在计算广告/搜索相关内容展开，涉及相关概念，算法，模型等，希望对你有用。

持续更新中。。。

RoadMap

推荐系统基础

(待补充)

计算广告基础

(待补充)

统计学习模型

  • LR
  • FFM
  • GBDT
  • GBDT+LR
  • MLR

深度学习模型

  • (待完善)
  • Wide&Deep
  • Deepfm
  • PNN

相关比赛

(待补充)

推荐阅读

(待补充)

Todo

  • 强化学习模型(Bid相关)
  • 与图像/NLP/知识图谱的结合
  • 框架工具(Hadoop/Spark/Tensorflow)

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计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

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