No detailed description available for "Natural Language Processing with Flair".
Sprache
Verlagsort
Basel/Berlin/Boston
Großbritannien
Zielgruppe
Editions-Typ
Produkt-Hinweis
Dateigröße
ISBN-13
978-1-80107-223-6 (9781801072236)
Schweitzer Klassifikation
Magajna Tadej:
Tadej Magajna is a former lead machine learning engineer, former data scientist, master of Computer Science and now a software engineer at Microsoft. He currently works in a team responsible for language model training and building language packs for keyboards. He started his career as a 15-year-old at a local media company as a web developer and progressed towards more complex engineering and machine learning problems. He tackled problems like NLP market research, public transport bus and train capacity forecasting and finally language model training at his current role. Today, he is based in his hometown Ljubljana, Slovenia.
Table of Contents - Introduction to Flair
- Flair Base Types
- Embeddings in Flair
- Sequence Tagging
- Training Sequence Labeling Models
- Hyperparameter Optimization in Flair
- Training Your Own Embeddings
- Text Classification in Flair
- Deploying and Using Models in Production
- Hands-on exercise
