Introduction to Event Log Mining with R
Offered By: Data Science Dojo via YouTube
Course Description
Overview
Discover the power of event log mining in this comprehensive 1 hour 39 minute presentation. Learn how to leverage event logs from various sources, including e-commerce web servers, IoT devices, and ERP systems, to extract valuable insights. Explore the scenarios and benefits of event log mining, understand the minimum data requirements, and master techniques for ingesting and analyzing event log data using R. Dive into Process Mining with ProM and learn how to create features suitable for Machine Learning models. Gain practical skills in using open-source tools like R and ProM to mine event logs effectively. Access the provided R source code on GitHub to apply your newfound knowledge immediately. Perfect for Data Scientists, Business/Data Analysts, and Program/Product Managers looking to enhance their data mining capabilities.
Syllabus
Introduction to Event Log Mining with R
Taught by
Data Science Dojo
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