Question 2: (10 points) Consider a simple Multi-Layer Percep…

Question 2: (10 points) Consider a simple Multi-Layer Perceptron (MLP) with one hidden layer. The input layer has two features, the hidden layer consists of two neurons, and the output layer has a single neuron. The activation function for the hidden and output layers is the threshold function,

A study was made by a retail merchant to determine the relat…

A study was made by a retail merchant to determine the relation between weekly advertising costs (), number of customers (), and sales (y). Advertising Costs ($) Number of Customers Sales ($) 40 25 385 20 13 400 20 32 365 30 21 475 45 15 435 40 37 490 25 32 425 50 45 560 40 16 525 35 27 490   A multiple linear regression model was made to help predict Sales from Advertising Costs and Number of Customers.