Practice - How Does NLP Work?
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Practice Questions
Test your understanding with targeted questions
What is the purpose of Data Collection in NLP?
💡 Hint: Think about the different places where we can find language data!
What does preprocessing involve?
💡 Hint: Consider how you might clean a messy room.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the first step in the NLP process?
💡 Hint: Think about where the data comes from.
True or False: Preprocessing involves removing punctuation from the text.
💡 Hint: What do we do to make text clean?
3 more questions available
Challenge Problems
Push your limits with advanced challenges
Design a framework for a new NLP application, detailing how you would handle each of the steps: Data Collection, Preprocessing, Feature Extraction, Model Training, Prediction/Response.
💡 Hint: Use a real-world example that interests you, like a chatbot.
Analyze how ambiguity in language could affect each of the steps in the NLP process. Provide specific examples.
💡 Hint: Think about words that have multiple meanings and how that might complicate processing.
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Reference links
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