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
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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
Testimonials (5)
It was really interactive and the trainer was very understanding.
Abdul-Wahid - ITwize Technology Limited
Course - Advanced UiPath
Clarity of the information provided
Ikhtiyar Al Mansoori - Abu Dhabi Ports
Course - Implementing Robotic Process Automation (RPA) with Automation Anywhere
The knowledge I acquired about RPA's and how to build a successful business case
Humberto Mendoza - DHL
Course - UiPath for Business Analysts
It was very hands on and the trainer provided us with all the clarification. And he also provided us with a lot of documents which is amazing.
Alok Roy - Carter Bank & Trust
Course - WorkFusion RPA Express for Intelligent Automation
I generally was benefit from the exercise during training.