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Robotic Process Automation Projects

You're reading from   Robotic Process Automation Projects Build real-world RPA solutions using UiPath and Automation Anywhere

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Product type Paperback
Published in May 2020
Publisher Packt
ISBN-13 9781839217357
Length 388 pages
Edition 1st Edition
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Authors (3):
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Ivan Loncar Ivan Loncar
Author Profile Icon Ivan Loncar
Ivan Loncar
Arun Kumar Asokan Arun Kumar Asokan
Author Profile Icon Arun Kumar Asokan
Arun Kumar Asokan
Nandan Mullakara Nandan Mullakara
Author Profile Icon Nandan Mullakara
Nandan Mullakara
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Toc

Table of Contents (14) Chapters Close

Preface 1. Getting Started with Robotic Process Automation 2. Help Desk Ticket Generation FREE CHAPTER 3. CRM Automation 4. Moderating Social Media Using AI 5. Purchase Order Processing with UiPath ReFramework 6. Completing an RPA Challenge 7. Sales Order Processing 8. ERP User Administration 9. Employee Emergency Notifications 10. Using AI and RPA for Invoice Processing 11. Other Books You May Enjoy Appendix A and B for UiPath 1. Appendix: Looking Forward and Next Steps

Automation Anywhere – IQ Bot

The IQ Bot offering from Automation Anywhere uses machine learning to extract structured or semi-structured data from documents.

IQ Bot uses AI technologies such as machine learning, computer vision, and NLP to learn and extract information from business documents and emails.

The main features of IQ Bot are as follows:

  • Classification: IQ Bot uses AI-based learning algorithms to recognize and classify content.
  • Digitization: It does not rely on traditional OCR. Instead, it uses the latest computer vision technologies to intelligently digitize documents.
  • Continuous learning: It learns from user feedback and validation, thereby improving its classification and extraction accuracy over time.

There are five key phases of the IQ Bot process:

  • Create a learning instance
  • Review and update field mapping
  • Load documents to classify and extract data
  • Output the extracted data
  • Validate forms with issues

And if necessary, retrain the learning instance...

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