Question: Suppose you are given a data set with x (the marketing budget in TV in thousand dollars), x2 (the marketing budget in social media

Suppose you are given a data set with x (the marketing budget in TV in thousand dollars), x2 (the marketing The activation functions used for all layers are ReLU (rectified linear unit). Manually compute the predicted

Suppose you are given a data set with x (the marketing budget in TV in thousand dollars), x2 (the marketing budget in social media in thousand dollars), y (the sales of the product in thousand units). A simple neural network is constructed below to model the relationship among the variables. X1 X2 1.5 -2, 1.2 1 h1 h12 1 -1 2 2 h21 h22 -1 1 y The activation functions used for all layers are ReLU (rectified linear unit). Manually compute the predicted sales of the product for the following scenarios. Scenario 1 2 Budget in TV 3,500 1,500 Budget in social media 1,200 4,000

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