Course Outline

Introduction to ChatBots for Government

Overview of Conversational Software for Government Use

Building Your First Basic ChatBot for Government

  • Setting Up Your ChatBot to Receive Text and Respond to Users in a Government Context
  • Adding the Basic Elements of Personality Suitable for Government Applications
  • Teaching Your ChatBot to Answer Basic Questions Relevant to Government Services
  • Adding Variety to Your ChatBot's Responses to Enhance User Interaction in a Government Setting
  • Making Your ChatBot Ask Questions to Better Serve Government Users
  • Building Rule-Based Systems for Parsing Text for Government Applications

Using Machine Learning to Turn Natural Language into Structured Data for Your ChatBot in a Government Environment

  • Overview of SpaCy, Scikit-learn, and Rasa NLU for Government Use
  • Installing and Configuring SpaCy, Scikit-learn, and Rasa NLU for Government Applications
  • Intents and Entities and Their Classifications in a Government Context
  • Natural Language Processing Fundamentals Theory Refresher for Government Users
  • Building Models from Real-World Sentences Using the ATIS Dataset for Government Applications

Building Your Virtual Assistant ChatBot for Government Services

  • Overview of a Virtual Assistant in a Government Setting
  • Working with SQL in Python for Government Databases
  • Teaching Your ChatBot to Access Data from a Government Database
  • Writing Queries from Parameters for Government Applications
  • Building a Database from Natural Language for Government Use
  • Implementing Custom Virtual Assistant Features on Your ChatBot for Government Services
    • Answering Specific Queries through Database Access in a Government Context
    • Refining Search, Performing Basic Negation, and Filtering Data for Government Applications

Making Your ChatBot Stateful: Keeping Track of States of Interaction for Better ChatBot Dialogs in a Government Setting

  • Performing Basic Actions for Government Applications
  • Asking Contextual Questions and Queuing Answers for Government Users
  • Dealing with Rejection in a Government Context

Testing and Deploying Your ChatBot for Government Use

Troubleshooting for Government Applications

Summary and Conclusion for Government ChatBots

Requirements

  • Experience with Python programming for government applications
 21 Hours

Number of participants


Price per participant

Testimonials (5)

Upcoming Courses

Related Categories