9.2 - Types of NLP Tasks
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Practice Questions
Test your understanding with targeted questions
What is tokenization?
💡 Hint: Think about breaking sentences into words.
Why do we remove stop-words?
💡 Hint: Which words do we often see that don't add meaning?
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the primary goal of text preprocessing?
💡 Hint: Think about the steps necessary to ready text.
True or False: Stemming considers the context of a word.
💡 Hint: What does lemmatization do differently?
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Design a pipeline for processing a set of tweets for sentiment analysis. Identify each NLP task involved.
💡 Hint: What tasks prepare your tweets for analysis?
Illustrate how NER could be applied in an online news aggregator. What entities should be recognized?
💡 Hint: Think about what information needs highlighting in news articles.
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