This session explores the potential of Large Language Models (LLMs) for real-world applications that are in high demand across industries. You’ll understand the practical uses of LLM, examining both its advantages and limitations. You'll see how LLM can be combined with vision & audio models to add value in industry use cases. Additionally, you'll learn about the common challenges associated with LLMs, such as hallucination & bias, and explore techniques like RAG (Retrieval-Augmented Generation), function calling, and fine-tuning to overcome these challenges. You’ll explore how to leverage LLMs effectively for NLP tasks like Information Retrieval, Content Generation, Chatbots, Sentiment Analysis, etc. Through a hands-on exercise this session will equip you with the knowledge to overcome these hurdles and harness LLMs to drive business value.