Book

Natural Language Processing with Flair

Natural Language Processing with Flair is a book for NLP developers, data scientists, and machine learning enthusiasts who want to get up to speed with Flair to be able to put their knowledge to work by solving real-life problems. The book features a number of hands-on exercises showing how to create and deploy Flair NLP solutions with ease.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
6h40m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 6h40m total length

1. Introduction to Flair
2. Flair Base Types
3. Embeddings in Flair
4. Sequence Tagging
5. Training Sequence Labeling Models
6. Hyperparameter Optimization in Flair
7. Training Your Own Embeddings
8. Text Classification in Flair
9. Deploying and Using Models in Production
10. Hands-on exercise – Building a trading bot with Flair

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