Practice Lstm / Gru (3.3) - Deep Learning Architectures - Artificial Intelligence Advance
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LSTM / GRU

Practice - LSTM / GRU

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Practice Questions

Test your understanding with targeted questions

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.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

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.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

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.

Challenge 2 Hard

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.

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