Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Navigating via Retrieval Evaluation to Demystify LLM Wonderland

MLOps.community via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the critical role of retrieval evaluation in Language Model (LLM)-based applications like RAG in this 13-minute conference talk by Atita Arora, presented at the MLOps.community AI in Production event. Delve into the correlation between retrieval accuracy and answer quality, and understand the importance of thorough evaluation methodologies. Learn from Arora's 15 years of experience as a Solution Architect and Search Relevance strategist as she shares insights on decoding complex business challenges and pioneering innovative information retrieval solutions. Gain valuable knowledge about evaluating RAGs while navigating the world of vectors and LLMs, and discover how these insights can enhance practical applications and effectiveness in real-world problem-solving.

Syllabus

Navigating via Retrieval Evaluation to Demystify LLM Wonderland // Atita Arora // AI in Production

Taught by

MLOps.community

Reviews

Start your review of Navigating via Retrieval Evaluation to Demystify LLM Wonderland

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.