search quality evaluation
Search Quality Evaluation And Explainability
This training covers the main concepts and dives into the technical details to implement such solutions using open source software.
You will be able to evaluate and explain the behaviour of your search system and machine-learned ranking models are extremely valuable in the process of making progress in terms of search relevance and performance.
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
• Software engineering background
• Familiarity with search engine technologies
WHAT YOU WILL LEARN
• How to integrate evaluation technologies/tools with your ecosystem
• How to run Feature Extraction
• How to use Open Source Technologies to explain your model
INTENDED AUDIENCE
• Technical Manager
• Technical Team Leaders
• Data scientists
• Software Engineers
• Developers
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
- Offline Model Evaluation Metrics
- Open Source Tools
- Online Model Evaluation
- A/B Testing
- Interleaving
- Explain your Model
- Overview
- Open Source Libraries
- Hands On Exercises
- Let’s explain a model using TreeSHAP
The Search Quality Evaluation and Explainability training is available only as a private training. You can choose to ask for a live or virtual training.
The Search Quality Evaluation and Explainability training 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!