Natural Language Processing with spaCy

Fortgeschrittener Anfänger

Updated 12.2024

Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

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Kursbeschreibung

Meet spaCy, an Industry-Standard for NLP

In this course, you will learn how to use spaCy, a fast-growing industry-standard library, to perform various natural language processing tasks such as tokenization, sentence segmentation, parsing, and named entity recognition. spaCy can provide powerful, easy-to-use, and production-ready features across a wide range of natural language processing tasks.

Learn the Core Operations of spaCy

You will start by learning the core operations of spaCy and how to use them to parse text and extract information from unstructured data. Then, you will work with spaCy’s classes, such as Doc, Span, and Token, and learn how to use different spaCy components for calculating word vectors and predicting semantic similarity.

Train spaCy Models and Learn About Pattern Matching

You will practice writing simple and complex matching patterns to extract given terms and phrases using EntityRuler, Matcher, and PhraseMatcher from unstructured data. You will also learn how to create custom pipeline components and create training/evaluation data. From there, you will dive into training spaCy models and how to use them for inference. Throughout the course, you will work on real-world examples and solidify your understanding of using spaCy in your own NLP projects.

Voraussetzungen

Supervised Learning with scikit-learn Python Toolbox

Introduction to NLP and spaCy

Kursbeschreibung

Meet spaCy, an Industry-Standard for NLP

Learn the Core Operations of spaCy

Train spaCy Models and Learn About Pattern Matching

Leistungsnachweis verdienen

Machen Sie mit .css-nklxlk{color:var(--wf-brand--main, #03EF62);}15 Millionen Lernende und starten Sie Natural Language Processing with spaCy Heute!

Kostenloses Konto erstellen

Machen Sie mit 15 Millionen Lernende und starten Sie Natural Language Processing with spaCy Heute!