Workshop # 3 - ICStar Hackathon 2021 - UiPath AI Center, Document Understanding, and Action Center.

Jakarta
Sat, Jul 17, 2021, 10:00 AM (WIB)

Please join this invite-only workshop for ICStar Hackathon 2021 participants which will help you understand all about UiPath AI Center, Document Understanding, and Action Center.

About this event

This invite-only workshop for ICStar Hackathon 2021 participants will help you understand all about UiPath AI Center, Document Understanding, and Action Center. 


📌Prerequisite

📍Agenda

Machine Learning Introduction (10 Min)

  • Basics of Machine learning
  • Introduction to prebuilt ML concept
  • How AI and RPA work together.

Introduction to AI Center (10 Min)

  • What is AI Center?
  • How to enable AI Center
  • How to create a new project
  • How to select ML Model

Out of the BOX ML models (10 Min)

  • Introduction to each OOB model
  • The difference in retrainable and non-retrainable model
  • How to deploy a non-retrainable model

Build a QNA bot (45 Min)

  • How to Create a Project
  • Deploy QNA ML model
  • Connect with Orchestrator
  • Build a bot in UiPath studio
  • Execute the bot and show the ML predictions

Build restaurant feedback model (45 Min)

  • How to deploy the retrainable model
  • How to train the dataset
  • Build a BOT in UiPath studio
  • Connect the BOT with UiPath App
  • Run the app and make a prediction

Introduction to Document Understanding (15 Min)

  • What is document understanding
  • What is OCR
  • How the data is extracted using OCR

Document Understanding Basic (15 Min)

  • Introduction to the framework
  • Build a framework in UiPath Studio
  • Extract data from PDF

Handwritten Data extraction (45 Mins)

  • Introduction to extracting handwritten data
  • Introduction to intelligent form extractor
  • Introduction to OCR comparison

ML Extractor – Document Understanding (45 Mins)

  • What are available in house DU Models
  • How to deploy the ML DU model
  • How to use Invoices ML Model
  • How to use ML Extractor
  • How to predict data in invoices 

Speaker


Host

  • Vibhor Shrivastava

    Vibhor Shrivastava

    UiPath

    Global Community Advocacy Manager

Organizers