elasticsearch
Search Relevance Training [Elasticsearch]
This Search Relevance Training teaches you how to design, develop, and configure your open source search engine to maximize how well the search results fit the user information need. Join us as we explore the milestones of search relevance to the deep internals of Apache Lucene and Elasticsearch.
Exercises and war stories from real-world problems and solutions are included.
Private
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If you are looking for intensive sessions tailored to your (or your team’s) experience, then private training is your perfect choice!
- In presence or Online
- Tailored Training
- Top Expert Trainers
- Certificate of Attendance
Based on experience with leading companies including
Based on experience with leading companies including
PREREQUISITES
• Familiarity with Elasticsearch
WHAT YOU WILL LEARN
• Deep understanding of how query-matching works
• Deep understanding of how search result ranking works
• Capacity of customizing and tuning your system relevance function
• Better debugging/troubleshooting ability
• How to measure the search quality of your engine
INTENDED AUDIENCE
• Technical Manager
• Technical Team Leaders
• Data scientists
• Software Engineers
• Developers
• Information Retrieval Passionates
Your Trainer
Alessandro Benedetti
APACHE LUCENE/SOLR COMMITTER
APACHE SOLR PMC MEMBER
Alessandro has been involved in designing and developing search-relevant solutions from 2010.
Over the years he has worked on various projects, with various open source technologies aiming to build search solutions able to satisfy the user information needs, often integrating such solutions with machine learning and artificial intelligence technologies.
Topics
Introduction to Information Retrieval
Apache Lucene
Elasticsearch
The Inverted Index
Mapping and Text Analysis
Apache Lucene scoring and document similarity
Validate API
Explain API
Query DSL
Leaf query clauses
Emphasis on Multi Match Query Clause
Field centric vs term centric approach
Compound Query Clauses
Emphasis on Disjunction Max
Emphasis on Function Score
Additive and Multiplicative boost functions and queries
Distributed search relevance considerations
Search Quality Evaluation: how to test your relevance
Learning to Rank: a machine learning approach for relevance
Language Modelling and vector-based search: the neural approach to relevance
Search Relevance War Stories
The Search Relevance Training [Elasticsearch] is available only as a private training. You can choose to ask for a live or virtual training.
The Search Relevance Training [Elasticsearch] last 4 hours.
You will be able to ask every question you have during the training.
Your teacher will be:
– Alessandro Benedetti, Apache Lucene/Solr committer and Apache Solr PMC member.
Sure, at the end of the training you will receive a certificate of attendance by e-mail.
If you need it, you can consult our Training’s Terms and Conditions.
Yes, you can contact us and find the best option for you and your team!