O2O优惠券使用预测-阿里云大学

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我的大学

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阿里云大学

共建云计算生态

用户中心>

< 考试认证

Apsara Clouder人工智能专项技能认证：O2O优惠券使用预测

本认证系统的讲解结合一个实际的O2O优惠券精准投放的场景，对数据挖掘的整体流程进行了详细介绍，同时也结合阿里云机器学习平台和MaxCompute平台，演示了数据挖掘的整体流程，如何从实际出发去解决业务问题。学员可参考本实验，结合企业自身业务和需求，将所学应用到实践中去。

认证包价格双11特惠

￥34

购买认证立即考试

提示：购买认证（或使用授权码兑换）后才可参与考试，只支持中国大陆居民参加认证考试，每次购买可有2次考试机会。认证包可反复购买，但同账号只能领取一次证书。

官方认证

可在后台领取电子证书，作为您的专业凭证
动手实验

可获得认证相关实验课学习需要消耗的“沙箱点”
视频课程

可在页面下方的课程学习区域学习相关视频课程
2次考试机会

购买后有2次考试机会，考试60分以上记为通过

认证流程

1 购买认证 2 学习课程/在线实验 3 在线考试 4 领取电子证书

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课程学习

购买认证包后，才可学习全部课程。

课程背景

介绍数据挖掘的简要流程和主要课程安排。

免费试听

业务分析

介绍O2O概念，优惠券及其精准投放的意义，结合实际数据对问题进行初步的分析抽象。

开始学习

思路整理

明确了项目目标，针对目标确定了项目的简要流程，并对每个流程进行详细的介绍。

开始学习

特征工程-part1

介绍了特征工程的重要性以及如何进行特征工程，从业务角度详细讲解了基础特征，组合特征和交叉特征的做法。

开始学习

特征工程-part2

介绍了特征工程的重要性以及如何进行特征工程，从业务角度详细讲解了基础特征，组合特征和交叉特征的做法。

开始学习

模型构造-part1决策树

介绍了决策树和GBDT算法，并结合实际数据讲解算法过程。

开始学习

模型构造-part2GBDT

介绍了决策树和GBDT算法，并结合实际数据讲解算法过程。

开始学习

模型融合

详细介绍了三种模型融合的方法。

开始学习

阿里云产品介绍

介绍MaxCompute的使用方法和机器学习产品PAI的特点、算法组件、应用场景和应用流程。

开始学习

创建项目_文件上传

介绍如何从零开始，一步一步创建项目，并使用tunnel工具完成数据上传。

开始学习

特征工程实战

将课时4中讲解的特征工程在MaxCompute平台使用代码实现。

开始学习

模型训练实战

将课时5、6中的训练过程在机器学习PAI平台中演示实现。

开始学习

【在线实验】O2O优惠券使用预测

O2O优惠券使用情况。

进入实验