Explore the fundamentals of natural language understanding and its implementation in enterprise applications through Microsoft's Language Understanding Intelligent Service (LUIS) in this conference talk from ML Conference Spring 2018. Delve into the core concepts of LUIS, learn about its cross-platform Web API capabilities, and witness live-coding demonstrations on building Bots using this Machine Learning-based service. Gain insights into conversational UIs, voice-based and mobile-based user interfaces, and the integration of Cognitive Services for language understanding. Discover how to build and test LUIS models, work with entity types and synonyms, utilize prebuilt domain entities, and navigate the publishing process. Explore pricing options, REST API usage, and the Bot Framework to enhance your ability to create intelligent, natural language-enabled applications.