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Process Mining for Robotic Process Automation

Process Mining for Robotic Process Automation

30mBeginner2022-05-26

Authors

Brian Bradley

Brian Bradley

3D Artist, Business Owner

Course details

Nearly every company wants to save time—and therefore, money—whenever possible. And automation is a key tool in the modern process improvement toolkit. However, while intelligent automation tools like robot process automation and artificial intelligence have transformed the way organizations work, there’s no one-size-fits-all solution. It’s important to figure out where automation would be most helpful, and where it might even be detrimental. In this course, Ian Barkin dives into process mining, a technique used to analyze and track processes, and shows you how to use it to answer questions of when, where, and how to apply automation processes—if at all. As Ian shows, you don’t need to be automating to gain value from process automation. In every business environment, there is huge worth in understanding what you do and how you do it before deciding on a plan to transform or innovate. If you want to see how process mining can help you evaluate your processes, join Ian in this course.

Skills covered

UiPathIT AutomationSoftware TestingNetwork and System AdministrationSoftware DevelopmentOne-Off

Concepts

0. Introduction

  • 01 - Course overview and benefits

1. Introduction to Process Mining

  • 02 - Defining process mining
  • 03 - The value of process mining
  • 04 - Achieving process maturity

2. Process Capture

  • 05 - What is process capture
  • 06 - Event log capture
  • 07 - Task capture

3. Process Exploration

  • 08 - Building a business case
  • 09 - Task mining
  • 10 - Identifying deviations and variations
  • 11 - Conformance checking
  • 12 - Filters and layers
  • 13 - Machine learning and other intelligent features

4. Process Development

  • 14 - Optimizing and redesigning processes
  • 15 - Using robotic process automation

5. Process Oversight

  • 16 - Outcome measurement and auditing
  • 17 - Runtime monitoring

Conclusion

  • 18 - Course takeaways
  • 19 - Charting your own path

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