Practice Spacy (15.5.2) - Natural Language Processing (NLP) - CBSE 11 AI (Artificial Intelligence)
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spaCy

Practice - spaCy

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Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is spaCy primarily used for?

💡 Hint: Think about what NLP libraries do.

Question 2 Easy

Name one feature of spaCy.

💡 Hint: What do we use to identify 'who' or 'what' in a text?

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is spaCy primarily used for?

Image Processing
Natural Language Processing
Data Analysis

💡 Hint: Think of what the acronym 'NLP' stands for.

Question 2

True or False: spaCy is slow at processing large volumes of text.

True
False

💡 Hint: Remember, one of its main features is quick text processing.

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Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Design a mini-project using spaCy that focuses on classifying customer feedback into positive, negative, and neutral categories.

💡 Hint: Think of how to use NER and sentiment analysis in combination.

Challenge 2 Hard

Compare the performance of spaCy with another NLP library in a text processing task. What metrics would you consider?

💡 Hint: Metrics can include time taken, accuracy rate, and user feedback.

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Reference links

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