Es un curso práctico y efectivo para aprender a generar modelos de regresión (Machine Learning) con PySpark en un entorno de Big Data. Te enseñaremos desde cero los fundamentos de Spark y MLlib, y acabarás desarrollando avanzados modelos de regresión en PySpark para predecir el precio de las viviendas o el número de bicis que se alquilarán por horas.
Machine Learning y Regresión con PySpark. Guía paso a paso
Taught in Spanish
Instructor: Leire Ahedo
Included with
Guided Project
Recommended experience
What you'll learn
Aprender los fundamentos de Apache Spark y MLlib
Generar un modelo de regresión con MLlib y PySpark de principio a fin
Comprender en profundidad el funcionamiento de los modelos de regresión
Skills you'll practice
Details to know
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- Gain hands-on experience solving real-world job tasks
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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:
Fundamentos de Spark y Jupyter Notebooks
Fundamentos de regresión con MLlib en PySpark
Carga y Preprocesamiento de datos con PySpark
Entrenamiento de modelos y optimización con MLlib
Predicciones y evaluación de modelos
Recommended experience
Fundamentos de Python
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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.