Democratizing Artificial Intelligence with UiPath

Artificial intelligence (AI) enables enterprises to optimize business processes that are probabilistic, highly variable, and require cognitive abilities with unstructured data. Many believe there is a steep learning curve with AI, however, the goal of our book is to lower the barrier to using AI. This practical guide to AI with UiPath will help RPA developers and tech-savvy business users learn how to incorporate cognitive abilities into business process optimization. With the hands-on approach of this book, you'll quickly be on your way to implementing cognitive automation to solve everyday business problems.
Complete with step-by-step explanations of essential concepts, practical examples, and self-assessment questions, this book will help you understand the power of AI and give you an overview of the relevant out-of-the-box models. You’ll learn about cognitive AI in the context of RPA, the basics of machine learning, and how to apply cognitive automation within the development lifecycle. You’ll then put your skills to test by building three use cases with UiPath Document Understanding, UiPath AI Center, and Druid.
By the end of this AI book, you'll be able to build UiPath automations with the cognitive capabilities of intelligent document processing, machine learning, and chatbots, while understanding the development lifecycle.

Type
ebook
Category
publication date
2022-04-29
what you will learn

Discover how to bridge the gap between RPA and cognitive automation
Understand how to configure, deploy, and maintain ML models in UiPath
Explore OOTB models to manage documents, chats, emails, and more
Prepare test data and test cases for user acceptance testing (UAT)
Build a UiPath automation to act upon Druid responses
Find out how to connect custom models to RPA

no of pages
376
duration
752
key features
Explore out-of-the-box (OOTB) AI Models in UiPath * Learn how to deploy, manage, and continuously improve machine learning models using UiPath AI Center * Deploy UiPath-integrated chatbots and master UiPath Document Understanding
approach
Readers will begin with an introduction to Artificial Intelligence and how to identify opportunities to apply cognitive automation. They will then learn how to design and test cognitive solutions as part of the development lifecycle. Finally, readers will put their skills to the test, leveraging UiPath Document Understanding, UiPath AI Center, and Druid chatbots to develop three use case examples.
audience
AI Engineers and RPA developers who want to upskill and deploy out-of-the-box models using UiPath’s AI capabilities will find this guide useful. A basic understanding of robotic process automation and machine learning will be beneficial but not mandatory to get started with this UiPath book.
meta description
Build an end-to-end business solution in the cognitive automation lifecycle and explore UiPath Document Understanding, UiPath AI Center, and Druid
short description
Democratizing Artificial Intelligence with UiPath will help you understand the power of UiPath’s AI features and tools. This practical guide will help lower the barrier to using AI by teaching you how to integrate UiPath AI Center, UiPath Document Understanding, and Druid with automation. By taking a hands-on approach, you will quickly be able to solve everyday business problems with cognitive automation.
subtitle
Expand automation in your organization to achieve operational efficiency and high performance
keywords
UiPath RPA, Artificial Intelligence, Automation
Product ISBN
9781801817653