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 by
Difficulty Level
Intermediate
Completion Time
6h40m
Language
English
About Book
Who Is This Book For?
This Flair NLP book is for anyone who wants to learn about NLP through one of the most beginner-friendly, yet powerful Python NLP libraries out there. Software engineering students, developers, data scientists, and anyone who is transitioning into NLP and is interested in learning about practical approaches to solving problems with Flair will find this book useful. The book, however, is not recommended for readers aiming to get an in-depth theoretical understanding of the mathematics behind NLP. Beginner-level knowledge of Python programming is required to get the most out of this book.
Natural Language Processing with Flair
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 6h40m total length
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 – Building a trading bot with Flair
Related Resources
Access Ready-to-Use Books for Free!
Get instant access to a library of pre-built books—free trial, no credit card required. Start training your team in minutes!