Unbalanced Data – Quick Start
Mum Coupon

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Learn what is imbalanced learning is all about: causes, consequences and main solutions to handle unbalanced datasets

Created by Bassam Almogahed – Last updated 7/2019 – English

This course includes

  • 1.5 hours on-demand video
  • 5 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you’ll learn

  • Understand the underline causes of the Class Imbalance problem
  • Why it is a major challenge in machine learning and data mining fields
  • Learn the different characteristics of imbalanced datasets
  • Learn the state-of-the-art techniques and algorithms
  • Understand couple data-based undersampling techniques and apply them.
  • Understand couple data-based oversampling techniques and apply them
  • Learn an algorithmic-based algorithm

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