Process Mining培训

课程编码

processmining

课程时长

21 小时 通常来说是3天,包括中间休息。

要求

  • A basic understanding of logic, sets, and statistics
  • Basic computer skills

Audience

  • Data science professionals
  • Anyone interested in understanding and applying process modeling and data mining

课程概览

进程挖掘或自动Business流程发现(ABPD)是一种将算法应用于事件日志以分析业务流程的技术。流程挖掘超越了数据存储和数据分析;它将数据与流程联系起来,并提供有关影响流程效率的趋势和模式的见解。

课程格式

  • 本课程首先概述了最常用的过程挖掘技术。我们讨论了用于基于原始事件数据发现和建模过程的各种过程发现算法和工具。使用ProM开源框架检查实际案例研究并分析数据集。

Machine Translated

课程大纲

Introduction

Overview

  • Discovering, analyzing and re-thinking your processes

Types of Process Mining

  • Discovery, conformance and enhancement

Process Mining Workflow

  • From log data analysis to response and action

Other Tools for Process Mining

  • PMLAB, Apromoro
  • Commercial offerings

Summary and Conclusion

客户评论

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