Democratizing Artificial Intelligence with UiPath
By :
Democratizing Artificial Intelligence with UiPath
By:
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)
Preface
Section 1: The Basics
Free Chapter
Chapter 1: Understanding Essential Artificial Intelligence Basics for RPA Developers
Chapter 2: Bridging the Gap between RPA and Cognitive Automation
Chapter 3: Understanding the UiPath Platform in the Cognitive Automation Life Cycle
Section 2: The Development Life Cycle with AI Center and Document Understanding
Chapter 4: Identifying Cognitive Opportunities
Chapter 5: Designing Automation with End User Considerations
Chapter 6: Understanding Your Tools
Chapter 7: Testing and Refining Development Efforts
Section 3: Building with UiPath Document Understanding, AI Center, and Druid
Chapter 8: Use Case 1 – Receipt Processing with Document Understanding
Chapter 9: Use Case 2 – Email Classification with AI Center
Chapter 10: Use Case 3 – Chatbots with Druid
Chapter 11: AI Center Advanced Topics
Other Books You May Enjoy
Customer Reviews