⇨ Part Four: XGBOOST

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!pip install numpy

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!pip install pandas

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!pip install xgboost

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np
from zipfile import ZipFile
from urllib.request import urlretrieve
from xgboost import XGBRegressor
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import MinMaxScaler
from sklearn.metrics import mean_squared_error
import random as rd