Session 5: Conversational AI & Chatbots (2 Hours)

• Building chatbots using LLMs
• Managing conversation context & personalization

Hands-on Lab: Developing a GPT-based chatbot

Session 6: Text Summarization & Translation (2 Hours)

• Extractive vs. Abstractive Summarization
• Machine Translation using Pre-trained LLMs

Hands-on Lab: Summarizing long texts & translating content

Session 7: Fine-Tuning & Customization (2 Hours)

• Fine-tuning GPT & BERT on custom datasets
• Data Preprocessing for LLMs

Hands-on Lab: Fine-tuning a model for sentiment analysis

Session 8: Challenges & Ethics in Generative AI (2 Hours)

• Bias, Content Moderation, & Responsible AI
• Controlling AI-generated outputs

Discussion: Mitigating biases & ethical AI deployment