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2 cards from this section. Quick, good the night before a test.
What is the role of the Input Layer in an ANN?
Think about where the data enters the network.
How many neurons are in the Input Layer?
Count the features you have in the dataset.
What does the Input Layer do in an ANN?
Consider what happens first in the network.
True or False: The Input Layer has no neurons.
Recall what neurons in the Input Layer represent.
You’re tasked with designing an ANN for a housing price prediction model with features like square footage, location, and number of bedrooms. How would you set up the Input Layer, and why is each feature significant?
Think about how each feature impacts the outcome.
In a scenario where some of your input data includes erroneous outlier figures, describe your approach to correctly setting up the Input Layer.
Reflect on the importance of data quality in machine learning.
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