spaCy installation and models in NLP - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is spaCy used for in Natural Language Processing (NLP)?

spaCy is a library used to process and understand human language. It helps computers read, analyze, and extract information from text.

beginner

How do you install spaCy using pip?

You install spaCy by running the command pip install spacy in your terminal or command prompt.

beginner

What is a spaCy model and why do you need to download one?

A spaCy model contains the rules and data needed to understand language, like vocabulary and grammar. You download a model to make spaCy ready to analyze text.

beginner

How do you download the English small model in spaCy?

Run the command python -m spacy download en_core_web_sm in your terminal. This downloads a small English language model.

beginner

How do you load a spaCy model in your Python code?

Use <code>import spacy</code> and then <code>nlp = spacy.load('en_core_web_sm')</code> to load the English small model.

Which command installs spaCy?

A pip install spacy

B python spacy install

C install spacy

D spacy download

The correct command to install spaCy is pip install spacy.

What does a spaCy model contain?

A Rules and data to understand language

B Only vocabulary words

C Computer hardware drivers

D Image processing tools

A spaCy model contains rules and data like vocabulary and grammar to help understand language.

How do you download the English small model for spaCy?

A python spacy install model

B pip install en_core_web_sm

C spacy install en_core_web_sm

D python -m spacy download en_core_web_sm

The correct command is python -m spacy download en_core_web_sm.

Which Python code loads a spaCy model?

A load('en_core_web_sm')

B nlp = spacy.load('en_core_web_sm')

C spacy.model('en_core_web_sm')

D import nlp('en_core_web_sm')

You load a spaCy model with nlp = spacy.load('en_core_web_sm').

Why do you need to download a spaCy model after installing spaCy?

A To install spaCy itself

B To update Python version

C To get language data and rules for processing text

D To run spaCy without Python

Models provide the language data and rules needed for spaCy to analyze text.

Explain the steps to install spaCy and prepare it to analyze English text.

Think about installation, model download, and loading.

What is the role of a spaCy model and how does it help in NLP tasks?

Consider what a model provides beyond just the spaCy library.