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.

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Spis treści

Democratizing Artificial Intelligence with UiPath. Expand automation in your organization to achieve operational efficiency and high performance eBook -- spis treści

• 1. Understanding Essential Artificial Intelligence Basics for RPA Developers
• 2. Bridging the Gap between RPA and Cognitive Automation
• 3. Understanding the UiPath Platform in the Cognitive Automation Life Cycle
• 4. Identifying Cognitive Opportunities
• 5. Designing Automation with End User Considerations
• 6. Understanding Your Tools
• 7. Testing and Refining Development Efforts
• 8. Use Case 1 - Receipt Processing with Document Understanding
• 9. Use Case 2 - Email Classification with AI Center
• 10. Use Case 3 - Chatbots with Druid
• 11. AI Center Advanced Topics