11.4.1 - Text Acquisition
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Practice Questions
Test your understanding with targeted questions
What is text acquisition?
💡 Hint: Think about the first step in the NLP pipeline.
List two sources of text data.
💡 Hint: Consider communication platforms.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the first step in the NLP pipeline?
💡 Hint: Think about what comes before processing the data.
True or False: Quality of the data does not affect model performance.
💡 Hint: Reflect on your understanding of machine learning.
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Challenge Problems
Push your limits with advanced challenges
Design a strategy for acquiring text data for a new sentiment analysis project targeting social media. Include considerations for data quality and representativeness.
💡 Hint: Consider different demographics and trending topics.
Discuss the potential consequences of using low-quality text data in developing a chatbot. What approaches can mitigate these risks?
💡 Hint: Think about how chatbots interact with users.
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