Linear Regression in Python | Databytes | Machine Learning in Python

Опубликовано: 09 Июнь 2022
на канале: DataCamp

543

This tutorial will walk you through the process of performing a linear regression in Python for supervised machine learning. The topics covered in this video will be:

00:00 - 01:01 When to use linear regression
01:02 - 01:40 Which packages to use for linear regression
01:41 - 03:43 Case study: predicting brain weights
03:44 - 04:26 Handling categorical variables
04:27 - 05:11 Splitting response and explanatory columns
05:12 - 05:56 Creating training and testing sets
05:57 - 06:41 Fitting the model to the training set
06:42 - 11:09 Making predictions using the model
11:10 - 13:44 Checking model fit
13:45 - 14:47 Next steps

[Try it yourself!]
Pre-prepared workspace: https://bit.ly/39mp0zh

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