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// Deep Learning for Search Training
BERT and Transformers
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.
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 Managers
• Technical Team Leaders
• Data scientists
• Software Engineers
• Developers
Based on experience with leading companies including
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- Top expert trainers
- Q&A by e-mail
- Certificate of Attendance
Public Training
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If you are looking for intensive sessions tailored on your (or your team) experience, then private training is your perfect choice!
You can choose between online or live training.
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// Deep Learning for Search BERT and transformers
Our 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.
Full Program
- 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
It was a jump into the cold water but was definitetly the right thing to do for me. The training helped me a lot to get an orientation where information retrieval and search are going. Antonio is a great source of knowledge and has a lot of experience of what works and what does not. Highly recommended!
Reinhard Pötz
Founder, Indoqa
Frequently Asked Question
The Deep Learning for Search BERT and transformers trainings will take place live on zoom!
We are working on being able to provide a recording of the training for those interested.
Everyone can participate on this training, the only prerequisites are written just over there!
Deep Learning for Search 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 can’t attend last minute you can contact us and reschedule on a different date with our team. Bear in mind this will have to be a private training.
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!