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Companies: Apple Difficulty: Medium Frequency:  Low Question Can you explain the difference between cross entropy loss and softmax? Answer The softmax function outputs a probability distribution over its inputs. More context…

Companies: Apple Difficulty: Medium Frequency:  Low Question What are logits in machine learning? Answer Logits are the raw values that our model predicts, these values are then transformed by a function…

Companies: Apple Difficulty: Hard Frequency:  Low Question Why not replace softmax with standardization? Answer When you compare softmax to standardization, the main difference is that standardization does not care if one…