Linear Regression Machine Learning Model with Python
Linear Regression Machine Learning with Python
Linear Regression with Python. Create a machine learning model for simple linear regression, splitting the data into train and test sets and illustrating four different metrics to evaluate model using the ski kit-learn library.
TIME STAMP
00:16 - Import Libraries
00:25 - Read CSV file
00:47 - Plotting x and y axis
01:30 - Showing correlations
02:10 - Putting hours and scores into x and y variables
03:16 - Splitting data into test and train
05:03 - Training linear regression model
07:00 - Making predictions by making function
08:11 - Easier way to make predictions
08:33 - Evaluating the Model
15:52 - Plot actual vs predicted values
18:05 - Predicting scores with a list of hours
20:30 - Export results to CSV
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