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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/building-ai-applications
课程评论:没有评论
课程名称:使用Watson API构建AI应用程序 课程概述:学习者将能够编写利用多个Watson AI服务(如Discovery、Speech to Text、Assistant和Text to Speech)的应用程序。在课程结束时,学员将掌握合并Watson服务的最佳实践,以及如何利用Discovery和Assistant构建互动信息检索系统。 课程大纲: 1. 模块1:简介 描述:在本模块中,我们将讨论课程的先决条件、范围以及我们将使用的技术。同时,将帮助您在IBM Cloud上设置使用关键的Watson服务。 2. 模块2:Watson Discovery 描述:在本模块中,您将学习Watson Discovery,这是从大量非结构化数据中提取见解的优秀工具。您还将了解Watson Assistant与Discovery之间的集成原理。 3. 模块3:构建聊天机器人 描述:在本模块中,我们将开始创建一个学生顾问聊天机器人,利用Watson Assistant。然后,我们将使用IBM Cloud Functions将其与Watson Discovery集成。 4. 模块4:赋予其声音 描述:在本模块中,您将学习有关通过音频与聊天机器人交互的各种选项。在实验中,您将工作于将Watson Assistant与Watson Speech API集成。 5. 模块5:部署 描述:本模块将教您如何将聊天机器人部署到各种渠道,包括Facebook Messenger和Slack。 6. 模块6:项目 描述:在第六模块中,您将运用新学到的技能,创建一个Coursera学生顾问聊天机器人。该聊天机器人将利用至少两个Watson服务,包括Watson Assistant和Watson Discovery。
Part: 1
Title:Module 1: Introduction
Description:In this module, we'll discuss the course prerequisites, scope, and the technologies that we'll be using. We'll also get you set up for using key Watson services on the IBM Cloud.
Part: 2
Title:Module 2: Watson Discovery
Description:In this module, you'll learn about Watson Discovery, a great tool to extract insight from large volumes of unstructured data. You'll also learn about how integration between Watson Assistant and Discovery works in principle.
Part: 3
Title:Module 3: Building the Chatbot
Description:In this module, we'll start to create a student advisor chatbot by leveraging Watson Assistant. We'll then use IBM Cloud Functions to integrate it with Watson Discovery.
Part: 4
Title:Module 4: Giving it a Voice
Description:In this module, you'll learn about the various options available to enable interaction with your chatbot via audio rather than textual means. In the labs, you'll work on integrating Watson Assistant with Watson Speech APIs.
Part: 5
Title:Module 5: Deployment
Description:This module will teach you how to deploy your chatbot to various channels, including Facebook Messenger and Slack.
Part: 6
Title:Module 6: Project
Description:In module 6, you'll put it all together, by using your newfound skills for the creation of a Coursera Student Advisor. This chatbot will leverage at least two Watson services, including Watson Assistant and Watson Discovery.
A learner will be able to write an application that leverages multiple Watson AI services (Discovery, Speech to Text, Assistant, and Text to Speech). By the end of the course, they’ll learn best practices of combining Watson services, and how they can build interactive information retrieval systems with Discovery + Assistant.