Effectively Dealing with Imbalance Classes

Offered By
In this Guided Project, you will:
2 Hours
Intermediate
No download needed
Split-screen video
English
Desktop only

In this 2 hour guided project you will learn how to deal with imbalance classification problems in a profound manner, applying several resampling strategies and visualizing the effects of resampling on imbalance classification dataset. Note: This project works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Skills you will develop

  • ADASYN

  • SMOTETomek

  • SMOTE

  • Machine Learning

  • Data Visualization (DataViz)

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Frequently Asked Questions