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所在平台: Udemy |
课程主页: https://www.udemy.com/course/build-conversational-ai-experience-using-watson-assistant/
课程评论：没有评论
课程名称: 使用Watson Assistant构建对话式AI体验 课程概述: 本课程将为您提供使用IBM的Watson Assistant构建对话式AI聊天机器人的实践经验。该课程适合任何想要在没有AI或对话式AI基础知识的情况下获得构建聊天机器人经验的人。虽然建议了解Watson Assistant，但并不是必需的，然而，掌握Python编程是必需的。我们将提供示例Python代码以完成相关的课程作业部分。 您将学习如何设计对话式AI体验，构建关键对话式AI组件，训练这些组件，并利用Watson Assistant原型化对话式AI体验，进行数据源的集成。本课程分为多个部分。 在第一部分中，我们将介绍课程内容；第二部分描述一个将用于原型化对话体验的用例；第三部分提供如何设置环境的说明，包括创建IBM Watson Assistant帐户以开发对话解决方案。 第四部分将设计对话式AI中使用的各种概念，例如语句、意图、实体、上下文和对话；第五部分将为这些概念中的一些开发训练数据集；第六部分将涵盖如何为所选用例设置对话流程，并提供几种对话模板的变体。 第七部分将介绍如何将对话式AI解决方案集成到Slack、Facebook、第三方网页应用等各种外部应用中。最后一部分将简要介绍一些高级主题，如如何引入语音技术、定义用户会话之间的上下文、聊天机器人的个性和心理学，并总结学习内容。
In this course, we will provide you hands-on experience in building a Conversational AI Chatbot using IBM's Watson Assistant. This course is meant for anyone who is interested in gaining experience in building chatbot experience without prior knowledge in AI or Conversational AI.Though knowledge of Watson Assistant is desired but not required but Knowledge of Python is required.. We will be providing sample Python code to complete relevant course assignment sections.You will learn how to Design a conversational AI experienceDesign and build key conversational AI componentsTrain conversational AI key componentsPrototype a conversational AI experience using Watson AssistantIntegrate with data sourcesThis course is divided into multiple sections. In section 1, we will provide introduction on the course'In Section 2, we will describe a conversational use case which will be used in prototyping of conversation experience.In Section 3, we will provide instructions on how to set up environment including account set up for developing IBM Watson Assistant based conversational solution.Section 4 will design various concepts used in Conversational AI, such as Utterances, Intents, Entities, Context and Dialog.In section 5 , we will develop training data set for some of these concepts like. Utterances, Intents, Entities.In section 6 we will cover how to set up a Dialog flow for our chosen use cases. We will cover couple of variations of dialog templates.Section 7 will provide how to integrate how Conversational AI solution with various external applications like Slack, Facebook, third party web application and others.In the last section, we will cover glimpses of many advanced topics like how to introduce voice technology, define contexts between user sessions, Chatbot personality and psychology and will summarize the learning.
