Course Details
Workshop on Master LLMs: Build, Train and Deploy AI-Powered Chatbots
Welcome to our course on building AI-powered chatbots using Large Language Models (LLMs)! In today's digital landscape, chatbots are transforming how businesses interact with customers, providing instant support and enriching user experiences. This course is designed to equip you with the practical skills and hands-on experience needed to create intelligent chatbots that can adapt to various real-world scenarios.
By the end of this course, you will be able to:
• Understand the fundamentals of chatbots and Large Language Models (LLMs).
• Collect, preprocess, and clean conversational data for chatbot training.
• Fine-tune LLMs (e.g., GPT-2/3) to build AI-powered chatbots.
• Implement intent recognition and entity extraction to build intelligent chatbots.
• Develop multi-turn conversational bots that remember user interactions.
• Integrate rule-based and AI-generated responses.
• Test, evaluate, and deploy chatbots using free tools like Flask/FastAPI, Streamlit,
and Heroku.
• Build a fully functional chatbot for real-world applications, such as customer
service or virtual assistants.
