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Democratizing Artificial Intelligence with UiPath

Democratizing Artificial Intelligence with UiPath

By : Ip, Crowley
4.9 (8)
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Democratizing Artificial Intelligence with UiPath

Democratizing Artificial Intelligence with UiPath

4.9 (8)
By: Ip, Crowley

Overview of this book

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.
Table of Contents (16 chapters)
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1
Section 1: The Basics
5
Section 2: The Development Life Cycle with AI Center and Document Understanding
10
Section 3: Building with UiPath Document Understanding, AI Center, and Druid

Chapter 3: Understanding the UiPath Platform in the Cognitive Automation Life Cycle

In this chapter, we will explore the UiPath platform. It is one of the leading automation platforms on the market. It is critical to understand the elements in the UiPath platform to appreciate how using this platform can help you accelerate and amplify with cognitive automation. We will also provide an overview of three key AI products in the platform that you will explore in detail in this book.

In this chapter, we will cover the following main topics:

  • Understanding the critical success criteria in choosing a cognitive automation platform
  • Introducing UiPath's end-to-end cognitive automation platform
  • Getting to know UiPath Document Understanding
  • Getting to know UiPath AI Center
  • Getting to know the UiPath chatbot with Druid

By the end of the chapter, you will fully appreciate the end-to-end UiPath automation platform. You will understand the specific cognitive...

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