使用时间序列分解模型预测商品销量-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

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Apsara Clouder大数据专项技能认证：使用时间序列分解模型预测商品销量

商品销量预测是企业制定运营策略的一个重要依据，本课程帮助学员了解销量预测的概念和特点，带给企业的利益，介绍目前主流的预测方法和优缺点，教会学员使用价格弹性时间序列法，进行定量预测销量的模型构建流程和方法，以及如何评估模型和使用模型的结果来制定决策。

认证包价格

￥68

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，其中每个在线实验有两次参与机会，学习会消耗实验次数，请您注意控制时间及使用次数。

01

内容和学习目标介绍

本节主要介绍课程概览和学习目标，帮助学员了解课程要点和学习方向。

免费试听

02

商品销量预测介绍

本节主要介绍商品销量预测的概念和特点，对企业的作用和预测的流程。

免费试听

03

商品销量预测方法

本节主要介绍常见的销量预测方法，以及本课程中用到的价格弹性时间序列分解法。

开始学习

04

时间序列分解

本节主要介绍时间序列分解模型的构成，具体分解步骤以及预测方法。

开始学习

05

阿里云相关产品介绍

本节主要介绍阿里云相关产品（主要是机器学习PAI）的功能、特点和应用场景。

开始学习

06

阿里云相关产品基本操作演示

本节主要介绍演示大数据开发套件DataIDE和机器学习PAI的管理控制台，帮助学员了解产品的基本操作。

开始学习

07

在线实验项目介绍

本节主要介绍实验项目背景，讲解项目的实施流程和结果分析，指导学员完成本认证中的在线实验。

开始学习

08

【在线实验】价格弹性时间序列分解实现销量预测

通过一个案例，完整体验如何通过企业的日常交易数据来预测商品的销量，并根据结果来分析和指导运营策略。

进入实验