Course Outline
Introduction
Overview of Chatbots and Artificial Intelligence (AI)
Understanding Chatbot Architecture and Natural Language Processing (NLP)
Exploring Applications for Chatbots and Chatbot Types
Understanding Customer Goals and Needs
Designing Chatbot Scripts and Flow
Building Chatbots Using Code-Based Frameworks
Exploring Existing Platforms for Building Chatbots
Setting Up a Developer Environment for Chatbots
Working with Training Data for NPL Models
Pre-Processing Incoming Data
Designing a Text Classifier Model
Working with Entities, Intents, and Contexts
Working with Server Integration and Data Syncing
Creating a Simple Text-Based Chatbot
Creating a Simple Voice-Based Chatbot
Using Speech Recognition Technology
Evaluating and Testing Chatbots
Troubleshooting
Summary and Conclusion
Requirements
- Knowledge of application development and programming languages
- Understanding of artificial intelligence (AI) and natural language processing (NLP) concepts
Audience
- Developers
Testimonials
Exercises & hands-on labs!
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