deep learning for search
BERT And Transformers
Recent advances in information retrieval have shown promising performance gains by utilizing large-scale pre-trained transformer-based language models like BERT.
This training gives you a better understanding of how BERT works and how you can integrate it with your search architecture to improve your relevance.
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
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PREREQUISITES
• Basic understanding of Search Engines and Machine Learning
WHAT YOU WILL LEARN
• How to use pre-trained language models and fine tune them for your specific use case
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
- A bit of history (challenges with exact matching, Deep Learning, semantic search)
- BERT and transformers
- Model fine-tuning (pairwise learning, Margin-MSE aka DistilBERT)
- Hands on Exercises: Fine-tuning with pairwise learning
- Hands on Exercises: let’s start generating and using word embeddings
- Hands on Exercises: let’s use BERT
The BERT and transformers training is available only as a private training. You can choose to ask for a live or virtual training.
The BERT and transformers 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!