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4 cards from this section. Quick, good the night before a test.
What is a vector?
Think about the representation of points in multi-dimensional space.
What is the primary purpose of Bayesian reasoning?
Consider how we adjust our understanding of events.
What is a matrix used for in AI?
Think of how data can be organized in a structured format.
True or False: Bayesian reasoning is the same as classical statistics.
Consider how beliefs change with new information.
Create a neural network architecture utilizing concepts from linear algebra, ensuring it incorporates at least 2 hidden layers and justifies the number of neurons per layer using optimization principles.
Analyze the types of features the network will require.
Discuss the implications of using fuzzy logic in developing a smart home device. What advantages does it present over traditional binary logic?
Consider real-world ambiguities in user commands and device responses.
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