Learn how to design, build, train, and deploy chatbots and conversational AI systems using modern NL
What You'll Learn
- Understand chatbot architectures & NLP foundations
- Build rule-based and ML-based conversational agents
- Train intent classification & entity extraction models
- Use transformer-based models for dialogue
- Design dialogue flows & conversation logic
Requirements
- Python basics
- NLP fundamentals
Earn Your Certificate
Showcase your skills with a certificate! Complete the course, submit your project, and earn your certificate. Here's a sample of what you'll receive to show off your accomplishments.
Course Curriculum
4 Chapters
20 Lectures
39h 55m 50s
1. Foundations of Chatbots & NLP
5 Lectures|1 Assignment|1 Quiz|14h 7m
1. What Is a Chatbot? Types & Applications
2. NLP Basics for Conversational AI
3. Intent Detection & Entity Extraction Overview
4. Designing Conversation Flows
5. Rule-Based vs ML-Based Chatbots
6. Lesson 1 Chatbot Fundamentals
7. Build a Basic Rule-Based Bot
8. NLP Preprocessing Mini-Guide
2. Machine Learning for Chatbots
5 Lectures|1 Assignment|8h 55m
3. Generative Chatbots & Transformer Models
5 Lectures|1 Assignment|1 Quiz|9h 8m 50s
4. Deploying Conversational AI Systems
5 Lectures|7h 45m
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$99.00
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