Este proyecto es un curso práctico y efectivo para aprender que es el desbalanceo de clases en Machine leraning y como tratarlo. Aprenderemos las técnicas más avanzadas para trabajar con datos desbalanceados como: bSMOTE, ADASYN, SMOTEEN, etc. También aprenderemos a generar modelos capaces de trabajar con datos desbalanceados.
Imbalanced-learn: modelos de ML con datos desequilibrados
Taught in Spanish
Instructor: Leire Ahedo
Included with
Guided Project
Recommended experience
What you'll learn
Aprender que son los datos desbalanceados
Aplicar técnicas de under-sampling y over-sampling
Conocer las técnicas para tratar con datos desbalanceados
Skills you'll practice
Details to know
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Guided Project
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About this Guided Project
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:
Introducción al desbalanceo de clases
Aplicando técnicas para trabajar con datos desbalanceados
Balanceo aleatorio
Under-sampling
Over-sampling
Over-sampling seguido de under-sampling
Modelos para datos desbalanceados
Recommended experience
Fundamentos básicos de Python y Machine Learning
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.