Practice Lstm / Gru (3.3) - Deep Learning Architectures

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9 questions

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3 cards from this section. Quick, good the night before a test.
Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
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Quiz
3 questions · about 2 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
Define LSTM in your own words.
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Focus on its purpose related to memory.
Question 2.
What are GRUs?
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Think about how they differ from LSTMs.
3Question 3.
What is the primary function of an LSTM?
- To classify images
- To remember long sequences
- To generate random numbers
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Think about the term 'memory' associated with LSTMs.
4Question 4.
True or False: GRUs have more gates than LSTMs.
- True
- False
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Focus on the complexity of the structures.
Question 5.
Design a system that uses LSTM for predicting stock prices. Discuss how long-term dependencies would factor into your model.
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Think about how understanding past prices helps in predicting future trends.
Question 6.
Evaluate the choice between using LSTM or GRU for a chatbot application. What factors influence your choice?
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Consider the nature of the conversations and the context they require.

5 more questions in this section. Enroll free to practise them all.