What is model architecture in AI?
Model architecture refers to the structure and organization of a machine learning model, including its layers and connections.
Can you explain the different types of model architectures?
Sure! Common types include feedforward neural networks, convolutional neural networks (CNNs), and recurrent neural networks (RNNs).
What factors should I consider when choosing a model architecture?
You should consider the type of data, the problem you're solving, computational resources, and the desired accuracy.
How does model architecture impact performance?
The architecture affects how well the model can learn patterns in data, which directly impacts its performance on tasks.
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