SpaCy Training
Level
IntermediateDuration
16h / 2 daysDate
Individually arrangedPrice
Individually arrangedSpaCy Training
The SpaCy training is an intensive two-day course focused on the practical use of the spaCy library for Natural Language Processing (NLP) in Python. The program is designed so that 80% of the time is dedicated to workshops and 20% to theory. Participants will gain skills in text analysis, building NLP models, and automating language processing using spaCy, working with real-world examples and use cases.
What You Will Learn
- Install and configure spaCy for NLP
- Perform basic text operations: tokenization, lemmatization, stopword removal
- Carry out syntactic analysis, named entity recognition (NER), and sentiment analysis
- Build and train text classification models with spaCy
Requirements
- Basic knowledge of Python programming
- Basic understanding of data processing
- Ability to work with Python libraries
Who is this training for?
Programmers and data engineers wanting to expand into NLP-
Data scientists and analysts interested in text processing and analysis
-
IT specialists looking to use spaCy for language processing automation
Training Program
-
Day 1: Introduction to NLP and spaCy Basics
-
Fundamentals of Natural Language Processing (NLP)
- Introduction to NLP: definitions and applications
- Overview of NLP tools and techniques
-
Introduction to spaCy
- Installation and configuration
- Overview of spaCy modules and core functions
-
Basic Operations in spaCy
- Text tokenization (words and sentences)
- Lemmatization and stopword removal
- Morphological analysis
-
Text Analysis with spaCy
- Implementing basic text processing operations
- Analyzing simple text datasets
-
Day 2: Advanced Techniques and Practical Applications
-
Syntactic and Semantic Analysis
- Part-of-speech (POS) tagging
- Dependency parsing and parse trees
-
Named Entity Recognition (NER) and Sentiment Analysis
- Techniques for recognizing named entities
- Methods for sentiment analysis in text
-
Building NLP Models with spaCy
- Creating and training text classification models
- Using spaCy corpora to build custom NLP models
