Process Mining Treningskurs

Last updated

Kurskode

processmining

Varighet

21 timer (vanligvis 3 dag inkludert pauser)

Krav

  • 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

Oversikt

Process mining, eller Automated Business Process Discovery (ABPD), er en teknikk som bruker algoritmer til hendelseslogger for å analysere forretningsprosesser. Prosessbryting går utover datalagring og dataanalyse; den broer mellom data med prosesser og gir innsikt i trender og mønstre som påvirker prosesseffektiviteten.

Kursets format

  • Kurset starter med en oversikt over de mest brukte teknikkene for prosess gruvedrift. Vi diskuterer de forskjellige prosessoppdagelsesalgoritmer og verktøy som brukes for å oppdage og modellere prosesser basert på rå hendelsesdata. Real-case case-studier blir undersøkt og datasett blir analysert ved hjelp av ProM open source framework.

Machine Translated

Kursplan

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

Testimonials

★★★★★
★★★★★

Related Categories

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