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Course Outline
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
Requirements
- Familiarity with NLP concepts.
- Experience with Python programming.
Target Audience
- Data scientists.
- Developers.
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2600 € + VAT*
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