Simple Linear Regression in Python using Jupyter Notebook -
In this Video we will predict the salary of graduating students using simple linear regression model . We use training data that contains the salary of 50 graduating students and their corresponding percentage marks in grade 10 (dummy data)
Steps covered:
- Importing dataset
- Investigating data
- Identifying the features(X) and outcome (Y) variable
- Splitting the dataset into training and test sets
- Predicting Y (Salary)
- Fit the model using both OLS() method and LinearRegression method
- Measuring Model Accuracy
- Scatter Plot
- Print model summary
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Негізгі бет How to do Linear Regression in Python| From importing dataset to printing model summary| OLS method
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