Write a regression model in SCI Kit of learn using python that gets data from a public API.
import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
from sklearn.linear_model import linearregression
data=pd.read_csv('data.csv')
x=data.iloc[i,0].values.reshape[-1,1]
y=data.iloc[i,0].values.reshape[-1,1]
lr=LinearRegression()
lr.fit(x,y)
y_pred=lr.predict(x)
plt.scatter(x,y)
plt.plot(y_pred,color="blue")
plt.show()
Explanation:
Write a regression model in SCI Kit of learn using python that gets data from a...
Write a regression model in R that gets data from a public API.
This is an open-ended lab. Using Python, run a linear regression analysis on data you have collected from public domain. Recommended packages: • scikit-learn • numpy • matplotlib • pandas Deliverables: 1. python code [.py file(s)] 2. Explanation of work Create an original how-to document with step by step instructions you have followed to create your program. Your document should be used as an adequate tutorial for someone to reproduce your work by following the steps/instructions.
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In Python,
Using this formula:
Using this setup:
Gets this output:
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