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
Machine Learning y Regresión con PySpark. Guía paso a paso
Instructor: Leire Ahedo
142 already enrolled
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Beginner level
Recommended experience
2 hours (approximately)
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
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
- Category: Machine Learning
- Category: Jupyter notebooks
- Category: PySpark
Details to know
Shareable Certificate
Add to your LinkedIn profile
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Beginner level
Recommended experience
2 hours (approximately)
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies
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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Instructor
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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.
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At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.
