Name: Unlimited
Brand: Storytel
SKU: 7777
Availability: InStock

Duygu Altınok

spaCy is an industrial-grade, efficient NLP Python library. It offers various pre-trained models and ready-to-use features. Mastering spaCy provides you with end-to-end coverage of spaCy's features and real-world applications.

You'll begin by installing spaCy and downloading models, before progressing to spaCy's features and prototyping real-world NLP apps. Next, you'll get familiar with visualizing with spaCy's popular visualizer displaCy. The book also equips you with practical illustrations for pattern matching and helps you advance into the world of semantics with word vectors. Statistical information extraction methods are also explained in detail. Later, you'll cover an interactive business case study that shows you how to combine all spaCy features for creating a real-world NLP pipeline. You'll implement ML models such as sentiment analysis, intent recognition, and context resolution. The book further focuses on classification with popular frameworks such as TensorFlow's Keras API together with spaCy. You'll cover popular topics, including intent classification and sentiment analysis, and use them on popular datasets and interpret the classification results.

By the end of this book, you'll be able to confidently use spaCy, including its linguistic features, word vectors, and classifiers, to create your own NLP apps.

Packt Publishing

Mastering spaCy: An end-to-end practical guide to implementing NLP applications using the Python ecosystem

Iniciar sesión con...

Ingresar

Crea tu perfil

Crear una cuenta

Introduzca un código

Storytel

Con Storytel Unlimited, obtienes escucha y lectura ilimitadas cada mes, con acceso a un vasto catálogo de audiolibros y libros electrónicos.

Crea tu cuenta