deep learning for search
Natural Language Processing
Natural language processing (NLP) is a subfield of linguistics, computer science, and artificial intelligence concerned with the interactions between computers and human language, in particular how to program computers to process and analyze large amounts of natural language data.
This training explores various tasks in NLP that are useful to improve the quality of your search system and how to integrate them into your search engine, using open-source software.
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
• Software engineering background
• Basic understanding of Search Engines and Machine Learning
WHAT YOU WILL LEARN
• How to integrate natural language processing techniques with your search engine
• How to use pre-trained language models and fine tune them for your specific use case
• The pros/cons of vector based search
• How to do that with Apache Lucene/Solr and Elasticsearch
INTENDED AUDIENCE
• 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
- Introduction
- NLP tasks useful for Search
- Open Source Libraries Overview
- Text and Speech Processing (Optical Character Recognition, Speech Recognition, Text to Speech, Tokenization)
- Morphological Analysis (Stemming/Lemmatization, Part Of Speech Tagging)
- Syntactic Analysis (Sentence Breaking)
- Lexical Semantics(Named Entity Recognition and Linking, Sentiment Analysis, Word Sense Disambiguation)
- Discourse(Coreference Resolution)
- Implicit Semantic(Topic Segmentation and Recognition)
- Higher Level Application(Automatic Summarization, Grammatical Error Correction, Machine Translation, Natural Language Understanding)
- Hands on Exercises
The Natural Language Processing for Search training is available only as a private training. You can choose to ask for a live or virtual training.
The Natural Language Processing for Search 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!