Leveraging LLMs for Advanced AI Applications
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore the potential of Large Language Models (LLMs) in advanced AI applications through this comprehensive conference talk. Gain insights into the fundamentals of LLMs, including transformer architecture, pre-trained parameters, and fine-tuning techniques. Learn practical ways to leverage LLMs through API integration, playgrounds, and model hosting platforms. Discover the concept of Retrieval-Augmented Generation (RAG) and its implementation steps to overcome limitations of standalone LLMs. Address cost concerns and explore reduction strategies for LLM usage. Understand how to improvise LLMs and apply them in various professional contexts, including software engineering and infringement detection. Benefit from real-world examples that demonstrate the practical applications of LLMs in advanced AI scenarios.