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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is a language model?
💡 Hint: Think about its purpose in understanding and generating language.
Question 2
Easy
Define an N-gram model.
💡 Hint: Remember what happens when you look at pairs or triplets of words.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What kind of model uses the frequency of word sequences to predict the next word?
- Neural Network Model
- N-gram Model
- Regression Model
💡 Hint: Think about how N-grams are structured, focusing on the word frequency.
Question 2
True or False: Neural language models can be used for speech recognition.
- True
- False
💡 Hint: Consider the different applications of language models.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a simple N-gram model and explain its steps and logic.
💡 Hint: Think about how you would track word pairs in a single text.
Question 2
Analyze the limitations of N-gram models in dealing with unseen words.
💡 Hint: Consider what happens when you face a word or phrase you've never encountered.
Challenge and get performance evaluation