Practice - Deep Structured Prediction
Practice Questions
Test your understanding with targeted questions
What is the purpose of Neural CRFs?
💡 Hint: Think about how features and CRFs work together.
Give one application of Graph Neural Networks.
💡 Hint: Consider tasks involving relationships.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the primary purpose of Neural CRFs?
💡 Hint: Focus on the primary role they play in predictions!
True or False: Graph Neural Networks can only be applied to fixed datasets.
💡 Hint: Think about how graphs relate to data.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Consider a dataset involving social media interactions. Sketch a workflow using GNNs to capture user interactions and Neural CRFs to predict behavior.
💡 Hint: Think about how interactions are linked and how predictions must maintain consistency.
Propose a new application for Energy-Based Models that has not been mentioned, explaining how it could benefit from reducing energy.
💡 Hint: Consider environments where decisions must reflect a balance of multiple factors.
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Reference links
Supplementary resources to enhance your learning experience.