Master Multiple Linear Regression in Python with scikit-learn 🏠

This video is showing how to implement a linear regression using sci-kit learn using the boston house price dataset which is an included dataset for practicing Machine Learning Algorithms. The dataset is suitable for regression tasks.

Also covered is the Mean squared error by hand and R-squared by hand.
To better follow along I recommend to watch the video on the simple linear regression on this channel first and also the video on the R-squared.


If you have any questions or issues don't hesitate to drop me a comment.


0:00 - 2:45 Understanding the data & define independent/dependent variable
2:45 - 5:20 Training and testing data split
5:20 - 6:20 Building the model
6:20 - 7:30 Comparison of predicted and actual y values
7:30 - 08:32 Mean squared error
08:32 -10:30 R-squared
10:30-12:50 Understanding the model

Video on simple linear regression:
https://youtu.be/iyfk62n7Lz8

Video on R-Squared:
https://youtu.be/15XH4ATeFmU


#Python # DataScience #sklearn