9.3 - NLP Pipeline
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Practice Questions
Test your understanding with targeted questions
What is the first step in the NLP pipeline?
💡 Hint: Think about where we start gathering information.
Name a common technique in text preprocessing.
💡 Hint: Consider what happens when we break text into smaller parts.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the second step in the NLP pipeline?
💡 Hint: Think about what we do with the data right after we collect it.
True or False: Model Tuning is unnecessary if the model performs well initially.
💡 Hint: Consider our need for improvement.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Consider a dataset with noisy text data. Describe how you would approach the text preprocessing step. Include specific techniques you would employ.
💡 Hint: Think about steps that help streamline the dataset!
Imagine you trained an NLP model and it achieved low accuracy. Outline how you would evaluate the model and what steps you might take to improve its performance.
💡 Hint: Identify influencing factors that could cause low performance.
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Reference links
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