Automating Data Annotation with Large Language Models - Workshop 1
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore techniques and workflows for automating data annotation using Large Language Models (LLMs) in this comprehensive workshop from the LLMs in Production Conference. Dive into practical methods for implementing LLM-driven automation in data annotation processes. Learn how to interpret, validate, and integrate the results into subsequent machine learning pipelines, including model fine-tuning. Gain insights from AI experts Nikolai Liubimov, Michael Malyuk, and Chris Hoge as they share their experiences in Data-centric AI, programmatic labeling, weak supervision, and zero/few-shot learning. Discover how to leverage LLMs and other foundation models to transform businesses into AI-powered enterprises by efficiently capturing and utilizing human signals for model building, refinement, and validation.