Course Outline

Introduction to ChatBots for Government

Overview of Conversational Software for Government

Building Your First Basic ChatBot for Government

  • Setting Up Your ChatBot to Receive Text and Respond to Users for Government
  • Adding the Basic Elements of Personality for Government
  • Teaching Your ChatBot to Answer Basic Questions for Government
  • Adding Variety to Your ChatBot's Responses for Government
  • Making Your ChatBot Ask Questions for Government
  • Building Rule-Based Systems for Parsing Text for Government

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

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

Building Your Virtual Assistant ChatBot for Government

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

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

  • Performing Basic Actions for Government
  • Asking Contextual Questions and Queuing Answers for Government
  • Dealing with Rejection for Government

Testing and Deploying Your ChatBot for Government

Troubleshooting for Government

Summary and Conclusion for Government

Requirements

  • Experience with Python programming for government applications
 21 Hours

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