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 | EssayAbode

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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