Imbalanced Learning (Unbalanced Data) - The Complete Guide

Online Course

Udemy
Imbalanced Learning (Unbalanced Data) – The Complete Guide

What is the course about?

Imbalanced Learning (Unbalanced Data) – The Complete Guide
The course Imbalanced Learning (Unbalanced Data) – The Complete Guide is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.
Learn how to handle imbalanced data in Machine Learning. Data based approaches, algorithmic approaches and more!
Course description
  • Imbalanced Learning (Unbalanced Data) – The Complete Guide
  • 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 variety of data based methods such as SMOTE, ADASYN, B-SMOTE and many more!
  • Prior knowledge in machine learning/data science is necessary or at least currently enrolled in a machine learning course.
  • 5 hours on-demand video
  • 22 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
  • Bassam Almogahed
Imbalanced Learning (Unbalanced Data) - The Complete Guide

Prerequisites & Facts

Imbalanced Learning (Unbalanced Data) – The Complete Guide

Course Topic

Data Science, Development, Machine Learning

University, College, Institution

Udemy

Course Skill Level

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Imbalanced Learning (Unbalanced Data) – The Complete Guide

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Imbalanced Learning (Unbalanced Data) – The Complete Guide
provided by Udemy

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School: Udemy
Topic: Data Science, Development, Machine Learning
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