Advanced Large Language Models Approaches

'At the end of the course, participants will be able to: • Understand Large Language Models (“LLMs”) and popular models like Chat Generative Pre-trained Transformer (ChatGPT)/GPT-3.5, LlaMa 2 in terms of their architecture, key functionalities, and design considerations • Customize and fine-tune ChatGPT/GPT-4 and other LLMs for different business objectives and industrial context • Gain insights into the functionality of an Embedding Database and integrate it into an LLM setup to provide access to business-specific data • Understand architecture patterns for deploying LLMs-based services.