Discover essential strategies for leveraging language models in enterprise data management in this 53-minute video. Explore key LLM approaches tailored for non-public data applications, including prompt engineering, fine-tuning, and Retrieval Augmented Generation (RAG). Gain insights into how these techniques can transform data processes, with real-world examples demonstrating their impact in enterprise contexts. Learn about the power of foundation models, strategies for getting started with LLMs, customization techniques, and how to build LLMs for chatting with your data. Access valuable resources to further your understanding of Large Language Models and their applications in enterprise settings.
Enterprise Data Management with Large Language Models
Overview
Syllabus
– Introduction
– Power of foundation model
– Strategy
– Getting started with LLMs
– Customizing LLMs
– Building LLMs
– Chat with your data
– Resources
Taught by
Data Science Dojo
