Practice - Tokenization
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Practice Questions
Test your understanding with targeted questions
What is the purpose of tokenization in NLP?
💡 Hint: Think about how text is structured.
List a type of token that can result from tokenization.
💡 Hint: What smaller components do texts consist of?
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What does tokenization do?
💡 Hint: Think about what happens to sentences and how they're analyzed.
True or False: Tokenization is the last step in the NLP preprocessing pipeline.
💡 Hint: Recall the order of steps involved in text processing.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Given the text 'The quick brown fox jumps over the lazy dog', implement a tokenization function that returns the tokens without punctuation.
💡 Hint: How can you use string methods for splitting and regex for cleaning?
Consider a text from social media filled with emojis and slang. Discuss how you would approach tokenization in this scenario.
💡 Hint: What special characters or words should we seek to define as separate tokens?
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Reference links
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