Generative Ai For Rpa - Hands On!

Integrate GenAI into RPA on UiPath, Automation Anywhere, and Blue Prism to unlock the future of automation.

What you'll learn

Understand Generative AI

Discover how RPA can benefit with Generative AI

Intelligent document processing with Generative AI

Learn how to build simple RAG (Retrieval Augmented Generation)

Apply Generative AI on major RPA automation vendors such as UiPath and Automation Anywhere

Requirements

Windows laptop/PC.

Description

A Course For RPA Developers and Business Professionals!RPA automates rule-based and repetitive tasks and business processes across industries.Generative AI creates intelligent, autonomous solutions capable of generating content, decisions, and predictions.RPA has the "arms", Generative AI has the "brain".By combining them, you open the door to the next wave of intelligent automation… by building bots that not only act but also think, plan, create, and adapt to changes.This course teaches you how to integrate Generative AI on RPA, from the ground up, step by step by diving into all the core basics, exploring tons of examples and also introducing you to advanced concepts as well.Welcome to "Generative AI for RPA (Robotic Process Automation) - Hands-On"!This course will teach you how to leverage Generative AI in RPA (Robotic Process Automation) on popular automation platforms such as UiPath, Automation Anywhere and Bue Prism.No matter if you know nothing about RPA and/or Gen AI or if you already have some RPA and Gen AI knowledge, you will get tons of useful information and knowledge out of this course!My goal with this course is to ensure that you feel confident integrating Generative AI with RPA bots, so that you can standout from other RPA developers, and stay ahead on the wave of change on RPA industry since the Generative AI arrival.What's in this course?Introduction to Generative AI (What is it, why use it on RPA and potential use cases for automation)Prompt engineering introductionGenerative AI with RPA foundations: Gen AI powered automation patterns, best approach to connect RPA with Gen AI models such as GPT and Gemini.Understand the keys for success when deploying GenAI on RPAIntegrate Gen AI on RPA bots developed on UiPath, Automation Anywhere and Blue PrismIntelligent document processing with Gen AI, from classification to data extractionBuild RAG (Retrieval Augmented Generation)Create bot that leverages Generative AI to automatically draft emails replies to new emails arriving to the mailboxGet API keys for GPT and Gemini LLM'sLab setup for UiPath, Automation Anywhere and Blue Prism, from scratch… and much more!By the end of the course, you will have the knowledge required to be able to leverage Generative AI on RPA solutions developed on popular platforms.Prior RPA or Generative AI knowledge isn't a requisite!This course starts with no knowledge assumed! If you don't know yet what's RPA and/or Generative AI, there is lessons to help you understand what this technologies are all about.Check out the full curriculum, the free videos and join the course risk-free thanks to the 30-day money-back guarantee!

Overview

Section 1: Introduction to Generative AI in RPA

Lecture 1 Basic concepts of Generative AI

Lecture 2 What's RPA? (optional)

Lecture 3 Why GenAI in RPA?

Lecture 4 Potential use cases

Lecture 5 Course outline

Lecture 6 Resources

Section 2: Generative AI for RPA Foundations

Lecture 7 Module intro

Lecture 8 Prompt engineering

Lecture 9 GenAI powered automation patterns

Lecture 10 The keys for successful GenAI deployment on RPA

Lecture 11 Approach to connect RPA with GenAI models

Section 3: UiPath and GenAI

Lecture 12 Module intro

Lecture 13 UiPath offering leveraging GenAI

Lecture 14 Create UiPath account

Lecture 15 UiPath GenAI package vs others GenAI related

Lecture 16 Get OpenAI API key

Lecture 17 OpenAI activities package

Lecture 18 UiPath GenAI activities package

Lecture 19 Pratical exercise (Automated Email Drafting)

Lecture 20 Exercise solution

Lecture 21 AI Trust Layer

Lecture 22 Context Grounding

Lecture 23 Document Understanding with GenAI

Lecture 24 Build RAG (Retrieval Augmented Generation)

Lecture 25 GenAI Solution accelerators

Section 4: Automation Anywhere and GenAI

Lecture 26 Module intro

Lecture 27 AA offerings leveraging GenAI

Lecture 28 Lab set up

Lecture 29 Integrate GenAI models

Section 5: Blue Prism and GenAI

Lecture 30 Lab set up

Lecture 31 Get Google Gemini API key

Lecture 32 Integrate GenAI models

Lecture 33 Module intro

Section 6: Conclusion

Lecture 34 Final thoughts

Lecture 35 BONUS

RPA developers who want to stay ahead and be able to build automation solutions not feasible before without Gen AI,Students who want to take automation skills to the next level,Anyone who wants to stay ahead in the era of digital transformation,AI enthusiasts curious about automation