OpenNLP - text-based machine learning
An intensive training focusing on the use of the OpenNLP library in text-based machine learning. The class is conducted in a workshop format, where participants work on real-world examples and projects. The program combines theory with practice, enabling an understanding of basic concepts and their practical application in NLP projects.
Issues
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OpenNLP architecture and components
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Java text processing
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Statistical models in NLP
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Training language models
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Evaluation of NLP models
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Extraction of information from text
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Document classification
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Sentiment analysis
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Integration with production systems
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Performance optimization
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Best practices in NLP projects
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Language model management
Benefits
- Practical knowledge in implementing NLP solutions using the OpenNLP library
- Will develop the ability to create and train their own language models tailored to specific business needs
- Will learn how to effectively process and analyze text data in production applications
- Will learn techniques for optimizing and tuning NLP models for specific applications
- Will gain the ability to assess the quality of models and improve them
- Will be able to integrate NLP solutions into existing systems
Who is this training for?
Prerequisites
- Knowledge of Java at an intermediate level
- Basic knowledge of machine learning
- Understand the basic concepts of word processing
- Experience in working with Java libraries
Training program
Library architecture and capabilities
- Configuration of the development environment
- Basic components of OpenNLP
- Preparation of training data
Basic operations on text
- Tokenization and sentence segmentation
- Part-of-speech detection (POS tagging)
- Lemmatization and stemming
- Extraction of naming units
- Machine learning models in OpenNLP
- Training models on your own data
- Evaluation of model quality
Parameter optimization
- Saving and loading models
Practical applications
- Document classification
Sentiment analysis
- Information extraction
- Integration with business applications
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Who is the OpenNLP - text-based machine learning training for?
This training is designed for professionals looking to develop skills in opennlp - text-based machine learning. Required level: intermediate.
How long is the OpenNLP - text-based machine learning training?
The training lasts 2. Available in online or on-site format.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.