Artificial Intelligence Midterm Project In this project, you will build a regression model and a classification model from scratch. Please follow the instructions closely, and only use Python's Numpy, Pandas, and matplotſib library to complete this project. Using functions from sklearn is not allowed Part I dues on Monday, March 22nd at 11:59 PM. Part II dues on Monday, April 12th at 11:59 PM [48] import numpy as np import pandas as pd import matplotlib. pyplot as plt Smatplotlib inline Part I: A Regression Model In this part, please build a multilinear regression model that extracts the relationship between housing prices and other relevant variables. The training data is shown in the table below: datal - pd. DataFramel "YearBuilt" (1974, 1996, 1968, 1962, 1960). "Yearsold": 2015, 2017, 2020, 2010, 2016), "TotalArea: liseo, 4600, 1760, 2500, 2000), Price": 1358506, 452600, 352160, 342300, 342200) data1 YearBuilt Yearsold Bedrooms TotalArea Quality Price 0 1974 2015 3 1500 7.5 358500 1 1996 2017 10 4000 8.0 452600 2 1968 2020 4 1700 4,0 352100 3 1962 2010 5 2500 5.5 341300 4 1960 2016 6 2000 5.0 342200

the benefits of raising bc’s minimum wage to $15 through a

series of pre-announced staged increases far outweigh the likely

costs. claims that such an increase will lead to massive job losses

in low-wage sectors of the economy are not credible.

• an increase to $15 would result in some job losses. however,

the likely impact is less than a 1 per cent reduction in the overall

provincial employment rate, and a 7.6 per cent reduction in the

employment rate for those currently making between $10.25

and $15 per hour.

• the large job loss impacts predicted by some opponents of

minimum wages misrepresent the existing economic research. in

reading and using that research, it is important to recognize that

estimates showing job loss effects of minimum wage increases

apply only to teenagers. estimated effects for young adult and

adult workers range from insignificant to non-existent.

• focusing on teenage workers plays up an inaccurate stereotype

about who earns very low wages in bc and leads to exaggerated

claims about job losses. only 26 per cent of those currently making

between $10.25 and $12 are teenagers, and only 5 per cent

of those making between $12 and $15 are teenagers.