Chat with us, powered by LiveChat A Realtor in Massachusetts is analyzing the relationship between the sale price of a home (in \$), it's the square footage (in ft2), the number of bedrooms, the number of b - Writeedu

## 24 Jun A Realtor in Massachusetts is analyzing the relationship between the sale price of a home (in \$), it’s the square footage (in ft2), the number of bedrooms, the number of b

URGENT NEED TO DONE 3 HOURS

A Realtor in Massachusetts is analyzing the relationship between the sale price of a home (in \$), it's the square footage (in ft2), the number of bedrooms, the number of bathrooms, and a colonial dummy variable (colonial equals 1 if a colonial-style home; 0 otherwise). The relater collects data of 36 sales in Massachusetts for the analysis. The attached file “Assignment – Dataset 2” contains the data.

Address the following questions:

a)  Develop a Neural Network (NN) prediction model for the sales price (Number of layers = 3, dense layers, activation function of “Relu”, number of nodes in each layer = 32).

b)  Predict the price of 2100 ft2 colonial style home with two bedrooms and two bathrooms.

c)  What are the limitations of the model?

Submit a PDF file for your answers as well as the excel sheet. Include the Python code in the PDF.

## Arlington

 Price Sqft Beds Baths Col 840000 2768 4 3.5 1 822000 2500 4 2.5 1 713000 2400 3 3 1 689000 2200 3 2.5 1 685000 2716 3 3.5 1 645000 2524 3 2 1 625000 2732 4 2.5 0 620000 2436 4 3.5 1 587500 2100 3 1.5 1 585000 1947 3 1.5 1 583000 2224 3 2.5 1 569000 3262 4 2 0 546000 1792 3 2 0 540000 1488 3 1.5 0 537000 2907 3 2.5 0 516000 1951 4 2 1 511000 1752 3 1.5 1 510000 1727 3 2 1 495000 1692 3 2 0 463000 1714 3 2 0 457000 1650 3 2 0 451000 1685 3 2 0 435000 1500 3 1.5 1 431700 1896 2 1.5 0 414000 1182 2 1.5 0 401500 1152 3 1 0 399000 1383 4 1 0 380000 1344 4 2 0 380000 1272 3 1 0 375900 2275 5 1 0 372000 1005 2 1 0 367500 1272 3 1 0 356500 1431 2 2 1 330000 1362 3 1 0 330000 1465 3 1 0 307500 850 1 1 0

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