---
source_url: https://aws.amazon.com/startups/learn/data-centric-ai-development-in-the-fm-llm-era
title: "Data-centric AI development in the FM/LLM era"
---

## Data-centric AI development in the FM/LLM era

## Overview

Snorkel AI co-founder Paroma Varma and founding engineer Vincent Chen will explore the powerful world of generative AI tools and ways to adapt ML models of all sizes—including multi-billion parameter foundation models—to custom use cases over private/proprietary data + tasks. Paroma and Vincent discuss overcoming last mile AI development challenges with innovative techniques like weak supervision and iterative data-centric workflows that help users customize LLMs using their own data up to 10-100x more efficiently. From harnessing the power of AI-driven data augmentation to leveraging advanced generative models, you'll learn cutting-edge approaches to help you deliver efficient, production-ready models.

## Video

This page includes a video presentation hosted on Vidyard.

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> _Category: Generative AI Technical Resources_