YoVDO

Comparing AI-Augmented Information Retrieval Strategies

Offered By: OpenSource Connections via YouTube

Tags

Information Retrieval Courses Artificial Intelligence Courses Machine Learning Courses Fine-Tuning Courses Retrieval Augmented Generation Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a multi-speaker conference talk from Haystack US 2024 featuring Audrey Lorberfeld and the Women of Search community as they delve into various AI-powered information retrieval strategies. Trace the journey of a query through cutting-edge techniques such as fine-tuning ML models, constructing RAG (Retrieval-Augmented Generation) pipelines, and reranking methods. Gain insights into the advantages and limitations of each strategy, along with their optimal use cases. Participate in a Q&A session covering both the presentation content and the Women of Search initiative. Learn from Audrey Lorberfeld's diverse background in Library Science and software engineering, spanning roles at IBM, Shopify, Reddit, and Pinecone. Discover how her expertise in digital collections management for research and art libraries contributes to her current work in the search field.

Syllabus

Haystack US 2024 - Audrey Lorberfeld: Women of Search present Comparing AI-Augmented IR Strategies


Taught by

OpenSource Connections

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity
Probabilistic Graphical Models 1: Representation
Stanford University via Coursera
Artificial Intelligence for Robotics
Stanford University via Udacity
Computer Vision: The Fundamentals
University of California, Berkeley via Coursera
Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent