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Introduction to Event Log Mining with R

  • to
  • Data Science Dojo

    2205 152nd Ave NE, Redmond, WA (map)

    47.629562 -122.139366

  • Entrance is on the west side of the building.

  • Event logs are everywhere and represent a prime source of Big Data. Event log sources run the gamut from e-commerce web servers to devices participating in globally distributed Internet of Things (IoT) architectures. Even Enterprise Resource Planning (ERP) systems produce event logs! Given the rich and varied data contained in event logs, mining these assets is a critical skill needed by every Data Scientist, Business/Data Analyst, and Program/Product Manager. At this meetup, presenter Dave Langer, will show how easy it is to get started mining your event logs using the OSS tools of R and ProM. 

    Dave will cover the following during the presentation:

    • The scenarios and benefits of event log mining

    • The minimum data required for event log mining

    • Ingesting and analyzing event log data using R

    • Process Mining with ProM 

    • Event log mining techniques to create features suitable for Machine Learning models

    • Where you can learn more about this very handy set of tools and techniques

    *R source code will be made available via GitHub for those folks who wish to follow along during the presentation

    David is a veteran BI, analytics, and data science professional. He manages a team of technical Program Managers that own the mission-critical data warehouse, BI, big data, and analytics platforms used to run Microsoft's $10+ Billion supply chain. While obsessed about everything in Data Science, Dave's current passions are text analytics, event log mining, and mathematical programming. David obtained a BA in Economics and a MS in Computer Science from the University of Washington.

    Meetup will be filmed and posted on our YouTube channel for those who can't make it!

    Food and refreshments will be served.

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  • troy v

    I am working second shift, and not able to attend

    November 29

    • Blair

      Hi Troy, sorry to hear you can't make it. We will be filming this meetup and will post the link to our video here, as well as our YouTube channel and other social media profiles. Keep your eyes peeled for another meetup we are planning in January/February!

      November 30

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