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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define LSTM in your own words.
💡 Hint: Focus on its purpose related to memory.
Question 2
Easy
What are GRUs?
💡 Hint: Think about how they differ from LSTMs.
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 is the primary function of an LSTM?
- To classify images
- To remember long sequences
- To generate random numbers
💡 Hint: Think about the term 'memory' associated with LSTMs.
Question 2
True or False: GRUs have more gates than LSTMs.
- True
- False
💡 Hint: Focus on the complexity of the structures.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a system that uses LSTM for predicting stock prices. Discuss how long-term dependencies would factor into your model.
💡 Hint: Think about how understanding past prices helps in predicting future trends.
Question 2
Evaluate the choice between using LSTM or GRU for a chatbot application. What factors influence your choice?
💡 Hint: Consider the nature of the conversations and the context they require.
Challenge and get performance evaluation