YoVDO

Modern Techniques for Better Search Relevance in Solr

Offered By: Linux Foundation via YouTube

Tags

Apache Solr Courses Machine Learning Courses Deep Learning Courses Information Retrieval Courses Word2Vec Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore modern techniques for enhancing search relevance in Apache Solr in this 56-minute conference talk by Grant Ingersoll, CTO of Lucidworks. Delve into the evolution of search engine relevance beyond traditional TF-IDF and BM25 scoring models. Learn about cutting-edge approaches incorporating machine learning, natural language processing, and sophisticated re-ranking techniques. Discover best practices for relevance tuning, including measurement methods and metrics. Gain insights into implementing learning to rank and query intent classification to improve search results. Conclude with a glimpse into the application of deep learning and word2vec in search contexts, equipping you with advanced knowledge to optimize your Solr-based search systems.

Syllabus

BM25 is So Yesterday: Modern Techniques for Better Search Relevance in Solr - Grant Ingersoll


Taught by

Linux Foundation

Tags

Related Courses

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