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How to handle an UNBALANCED dataset in Machine Learning?

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Codificando Bits

Published on Premiered Oct 24, 2024

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????????Online Academy: https://codificandobits.com/ ???????? ????????Personalized advice and training: https://codificandobits.com/servicios/ ???????? In this video we are going to see in detail what unbalanced data is, why it can appear when addressing a Machine Learning problem, what effects using an unbalanced data set can have, and what strategies we can use to manage this imbalance in the data. Content: 00:00 Introduction 00:52 Online Academy and Services 01:20 What is unbalanced data? 02:23 Why does unbalanced data appear? 03:53 Why is it a problem to have unbalanced data? 07:00 How to handle unbalanced data? 18:51 Conclusion ???? ** VISIT WWW.CODIFICANDOBITS.COM ** On the website you will find the Online Academy with courses, projects and tutorials that will help you build your career in Artificial Intelligence, Data Science and Machine Learning. ???? ** RECOMMENDED VIDEOS AND PLAYLISTS ** ???? Autoencoders explained: • Autoencoders EXPLAINED! ???? Image cleaning with autoencoders: • Tutorial: Image cleaning with AU... ???? Cardiac anomaly detection with autoencoders: • Cardiac anomaly detection with ... ???? ** JOIN CODIFICAANDO BITS AND FOLLOW ME ON MY SOCIAL NETWORKS ** ✅ Website: https://www.codificandobits.com ✅ Subscribe: https://www.youtube.com/c/codificando... ✅ Facebook: /codificandobits ???? ** ABOUT ME ** I am Miguel Sotaquirá, the creator of Codificando Bits. I have a background in Electronic Engineering, and a PhD in Bioengineering, and since 2017 I have become passionate about Machine Learning and Data Science, and currently I am fully dedicated to disseminating content and providing advice to people and companies on these topics. ???? ** ABOUT CODIFICADO BITS ** The goal of Codificando Bits is to inspire and spread knowledge in the areas of Machine Learning, Artificial Intelligence and Data Science. #machinelearning

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