advanced

AI Chatbot Development

Design and build intelligent chatbots powered by modern NLP and large language models. This advanced course covers intent classification, dialog management, API integration, LLM fine-tuning, and deploying production-ready conversational AI systems.

By Abdul Ghani 2 weeks 415 students4.7

About This Course

Chatbots are no longer novelty — they are critical business infrastructure. From customer support and lead qualification to internal knowledge bases and appointment booking, conversational AI is reshaping how businesses interact with people. AI Chatbot Development takes you beyond toy examples and into the architecture of production systems. You will start with the fundamentals of natural language processing, build a traditional intent-classifier chatbot, then evolve it into a system powered by large language models with tool-calling capabilities. By the end of the course you will have a deployable chatbot that can understand context, call external APIs, and handle real conversations gracefully.

What You'll Learn

Understand tokenisation, embeddings, and the NLP pipeline

Build an intent classification system with confidence scoring

Design multi-turn dialog flows with context tracking

Integrate external APIs for dynamic data retrieval

Fine-tune open-source LLMs for domain-specific conversations

Deploy chatbots to production with monitoring and fallback handling

Prerequisites

Proficiency in Python (functions, classes, async programming)
Basic understanding of machine learning concepts (training, inference, overfitting)
Familiarity with REST APIs and JSON
A machine with at least 16 GB RAM (or access to a cloud GPU for fine-tuning lessons)

Course Content(6 lessons)

NLP Fundamentals for Chatbots

Intent Classification

Dialog Management

API Integration for Dynamic Responses

Fine-Tuning Large Language Models

Production Deployment and Monitoring

Premium

Enrolled415

Rating4.7

Duration2 weeks

Lessons6

advancedAI & Machine Learning