Natural language processing (NLP) with Python
The training introduces participants to the world of natural language processing, combining linguistic theory with practical applications of programming techniques in Python. The program is structured to guide participants from basic NLP concepts to advanced applications, using popular libraries such as NLTK, spaCy and transformers. The classes are conducted in the form of interactive workshops, where each theoretical issue is immediately translated into practical exercises with real textual data. Participants work on real projects, learning the entire text processing process - from data preprocessing to linguistic analysis to building advanced NLP models.
Issues
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Text processing in Python
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Morphological and syntactic analysis
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Thematic modeling
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Word embeddings
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Transformer models
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Sentiment analysis
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Entity recognition
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Transfer learning
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Text classification
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Language generation
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Dialogue systems
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Evaluation of NLP models
Benefits
- Upon completion of the training, the participant will be able to independently design and implement solutions using natural language processing
- The ability to effectively use NLP libraries to analyze text in various languages
- He will be able to create advanced text processing systems using machine learning
- He or she will learn to select and tune appropriate language models for specific tasks. Will master techniques for preparing and preprocessing text data
- Gain practical experience in implementing NLP systems in a production environment
Who is this training for?
Prerequisites
- Knowledge of programming in Python
- Basic knowledge of machine learning
- Knowledge of basic statistics
- Understanding data processing concepts
Training program
Tokenization and text segmentation
- Morphological and syntactic analysis
- Regular expressions in NLP
- Preparation of text corpora
- Advanced linguistic analysis
Thematic modeling
- Sentiment analysis
- Name Entity Recognition (NER).
- Vector representations of text
- Language models and their applications
- Word embeddings (Word2Vec, GloVe)
Transformers and BERT
- Transfer learning in NLP
- Tuning pre-trained models
- Practical applications of NLP
Text classification
- Information extraction
Text generation
- Dialogue systems
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 Natural language processing (NLP) with Python training for?
This training is designed for professionals looking to develop skills in natural language processing (nlp) with python. Required level: advanced.
How long is the Natural language processing (NLP) with Python training?
The training lasts 4. 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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We train teams at Poland's largest companies
Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.