Plan Szkolenia
Introduction
- Overview of TextBlob features and architecture
- NLP fundamentals
Getting Started
- Installing TextBlob
- Importing libraries and data
Building Text Classification Models
- Loading data and creating classifiers
- Evaluating classifiers
- Updating classifiers with new data
- Using feature extractors
Performing NLP Tasks using TextBlob
- Tokenization
- WordNet integration
- Noun phrase extraction
- Part-of-speech tagging
- Sentiment analysis
- Spelling correction
- Translation and language detection
APIs and Advanced Implementations
- Sentiment analyzers
- Tokenizers
- Noun phrase chunkers
- POS taggers
- Parsers
- Blobber
Troubleshooting
Summary and Next Steps
Wymagania
- An understanding of NLP concepts
- Python programming experience
Audience
- Data scientists
- Developers
Opinie uczestników (5)
Zadania do zrealizowania samodzielnie oraz późniejsze wspólne rozwiązywanie
Katarzyna Kopysc-Falenta - CapGemini
Szkolenie - Data Analysis with Python, Pandas, and Numpy
Przekazanie wiedzy praktycznej oraz doświadczeń trenera.
Rumel Mateusz - Pojazdy Szynowe PESA Bydgoszcz SA
Szkolenie - GUI Programming with Python and PyQt
Przetłumaczone przez sztuczną inteligencję
Trener był bardzo dostępny, aby odpowiedzieć na wszystkie pytania, które zadałem
Caterina - Stamtech
Szkolenie - Developing APIs with Python and FastAPI
Przetłumaczone przez sztuczną inteligencję
It was a though course as we had to cover a lot in a short time frame. Our trainer knew a lot about the subject and delivered the content to address our requirements. It was lots of content to learn but our trainer was helpful and encouraging. He answered all our questions with good detail and we feel that we learned a lot. Exercises were well prepared and tasks were tailored accordingly to our needs. I enjoyed this course
Bozena Stansfield - New College Durham
Szkolenie - Build REST APIs with Python and Flask
As I was the only participant the training could be adapted to my needs.