Watson的AI应用

AI Applications with Watson

Turbocharge your chatbot’s IQ and AI capabilities with IBM Watson Discovery and powered by Watson Assistant. Learn to use and program tools and assitant services such as Tone Analyzer and Personality Insights to build queries, extract information big data repositories.

927 次查看
IBM
edX
  • 完成时间大约为 3
  • 中级
  • 英语
注:因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

Apply your foundational concepts of AI and machine learning into building and programming chatbots

Create a chatbot application that interacts in natural language in IBM Cloud

Synthesize data that can be queried to extract sentiment, concepts, entities, and taxonomy by using Watson Discovery

Reveal the emotions, sentiment, and customer preferences found in hotel reviews by using Tone Analyzer and Personality Insights and feed that data to the chatbot

课程概况

By enrolling in this course, chances are you’ve studied artifical intelligence, built chatbots and have perhaps even used Watson Assistant along the way. But did you know that you can turbocharge your chatbot’s IQ with IBM Watson Discovery, a service designed to reveal the hidden value in your data? Discovery specializes in taking your data–structured or unstructured–and extracting from it answers and patterns.

For example, if you have a large repository, the contents of which could answer customer questions, you’ve got the makings of a great FAQ chatbot.

In this course, you’ll learn how to build queries in Discovery, which allows you to surface answers and patterns from large repositories of data. You’ll next learn to use Discovery to extract insights from a set of hotel reviews. Then, to make that data come to life, you’ll integrate Discovery with other Watson services to create a chatbot that can tell you about the best hotels in a certain US city. By using these Watson services, you’ll add more layers of analysis to help you find the best hotel.

You’ll build your chatbot application with the following Watson services:

Assistant
Discovery
Tone Analyzer
Personality Insights

By the end of this course, you will have built a fully functioning AI-powered chatbot. Moreover, you should be able to apply the services taught here to your own data sets, enabling you to create sophisticated chatbots of your own.

课程大纲

Lab 1: Build a Watson chatbot
Watson Assistant overview
Deploy Watson Assistant
Import the workspace
Create intents, entities, and dialog
Apply the Jump to action
Add multiple response conditions for a specific intent
Add responses for other intents
Test the chatbot

Lab 2: Build queries by using Watson Discovery

Watson Discovery overview
Access the news collection in the Discovery tool
Understand the data structure
Query the data by using filters
Query the data by using the query parameter
Query the data by using aggregation
Retrieve longer passages from the data
Train Discovery to improve relevancy

Lab 3: Enhance a chatbot with Discovery

Get the starter code and credentials

Integrate Discovery with the chatbot

Test the application

Lab 4: Gain insights by using Discovery

Get the data into Discovery

Find basic insights in the data

Lab 5: Analyze the tone from hotel reviews

Watson Tone Analyzer overview

Deploy the Tone Analyzer service

Analyze the tone in hotel review

Test the tone analysis

Lab 6: Analyze customer preferences

Watson Personality Insights overview

Deploy the Personality Insights service

Get the personality profile

Test the application

Final exam

预备知识

This course provides an introduction to developing and deploying cognitive applications. You should have basic knowledge of object-oriented programming, how to use the command line, Node.js, and IBM Watson Assistant (formerly known as Watson Conversation).
You also need:

IBM Cloud account
Git
IBM Cloud command line tool
A text or code editor

If you want to build the chatbot application locally, install Node.js and npm.
If not familiar with IBM Watson Assistant, take the How to Build Chatbots and Make Money course first.

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