Linear Regression Model In Python. In three dimensions it is a plane and in more than three dimensions a hyper plane. Training linear regression with python 1.
We may treat the learning algorithm a s a black box and do not bother with the internal details of the implementation but having a good understanding of how the linear regression engine works allow can give you the following benefits. The following code shows how to create this fake dataset in python. You can either open anaconda prompt and type the following command pip install statsmodels or you can directly add the following code in the python script file that you are using pip install statsmodels.
64 66 76 73 74 81 83 82 80 88 84 82 91 93 89 view first six rows of dataset df 0 6 hours score 0 1 64 1 2 66 2 4 76 3 5 73 4 5 74 5 6 81.
This article discusses the basics of linear regression and its implementation in python programming language. Remember a linear regression model in two dimensions is a straight line. 1 2 4 5 5 6 6 7 8 10 11 11 12 12 14 score. Advanced linear regression with statsmodels step 1.
