NLP deep dive with Python and NLTK
Advanced training in natural language processing using the NLTK library in Python. The program focuses on practical applications of NLP in text analysis and building intelligent language systems. Participants learn advanced text processing techniques and implementation of various NLP algorithms through hands-on workshops. The classes are conducted in the form of intensive workshops, where theory is immediately verified in practice.
Issues
-
Advanced tokenization and text normalization techniques
-
Topic modeling and semantic analysis
-
Deep Learning in the context of NLP
-
Name Entity Recognition (NER).
-
Sentiment analysis and text classification
-
Vector representations of text
-
Language models and transformers
-
Dialogue systems and chatbots
-
Real-time natural language processing
-
Optimization of NLP models
-
Evaluation of NLP systems
-
Best practices in NLP projects
Benefits
- The participant will develop the ability to design and implement advanced natural language processing systems
- Practical knowledge in applying the NLTK library to solve real business problems
- Will learn to optimize and tune NLP models for specific applications
- Will learn the latest trends and techniques in the field of natural language processing
- Will be able to independently implement text analysis and information extraction systems
- Will gain the ability to evaluate the quality of NLP models and improve them
Who is this training for?
Prerequisites
- Knowledge of the Python language at an intermediate level
- Basic knowledge of machine learning
- Understand the basic concepts of word processing
- Experience working with libraries for data analysis
Training program
Tokenization and text segmentation
- Morphological analysis and lemmatization
- Regular expressions in NLP
- Syntactic analysis of the text
Advanced NLP techniques
- Topic Modeling
Sentiment analysis
- Name Entity Recognition (NER).
Text classification
- Text vectorization and embeddings
Word2Vec and FastText
- Transformer-based language models
- Create custom embeddings
- Optimization of text representation
Practical applications of NLP
- Building recommendation systems
- Implementation of chatbots
- Automatic generation of abstracts
- Question Answering (QA) 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 NLP deep dive with Python and NLTK training for?
This training is designed for professionals looking to develop skills in nlp deep dive with python and nltk. Required level: advanced.
How long is the NLP deep dive with Python and NLTK training?
The training lasts 5. 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
Learn moreTrusted by
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.