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Process Mining for Robotic Process Automation

Offered By: LinkedIn Learning

Tags

Process Mining Courses Machine Learning Courses Robotic Process Automation (RPA) Courses

Course Description

Overview

Learn how process mining can help you evaluate your organization’s processes to see where automation may be beneficial.

Syllabus

Introduction
  • Course overview and benefits
1. Introduction to Process Mining
  • Defining process mining
  • The value of process mining
  • Achieving process maturity
2. Process Capture
  • What is process capture?
  • Event log capture
  • Task capture
3. Process Exploration
  • Building a business case
  • Task mining
  • Identifying deviations and variations
  • Conformance checking
  • Filters and layers
  • Machine learning and other intelligent features
4. Process Development
  • Optimizing and redesigning processes
  • Using robotic process automation
5. Process Oversight
  • Outcome measurement and auditing
  • Runtime monitoring
Conclusion
  • Course takeaways
  • Charting your own path

Taught by

Ian Barkin

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