Instructional Video1:40
Curated Video

Ensemble Machine Learning Techniques 2.5: Ensemble Learning for Regression

Higher Ed
In this video, we will use python to write a simple ensemble learning model for Regression. • We will use Jupyter Notebook to execute our code • Use of Height vs weight to demonstrate the ensemble technique • Use different models instead...
Instructional Video2:07
Curated Video

Ensemble Machine Learning Techniques 3.2: How Bagging Works

Higher Ed
This video aims to teach the viewer how to use Bootstrapping for Ensemble Learning. • We go into the details of application of Bootstrapping for ensemble Learning • Use understand about Bootstrap aggregating • Look at the Algorithm for...
Instructional Video1:31
Curated Video

Ensemble Machine Learning Techniques 2.4: Ensemble Learning for Regression

Higher Ed
This video aims to teach the viewer how to use Ensemble Learning for Regression. • We go into the details of averaging • We see examples for averaging in real life • Look at weighted averaging