En este curso aprenderemos a desarrollar el ciclo completo de la ciencia de datos, desarrollando en profundidad la parte del despliegue del modelo. Para ello utilizaremos tecnologías como Python, Flask, Postman, heroku, Scikit-learn o anaconda.
Ciclo completo del desarrollo de un proyecto de Data Science
Taught in Spanish
Instructor: Leire Ahedo
5,208 already enrolled
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Guided Project
Recommended experience
(48 reviews)
What you'll learn
Aprenderás el proceso de desarrollo y despliegue de modelos
Desarrollarás una aplicación en Flask con un front-end en HTML
Integrarás modelos de ML en aplicaciones y los desplegarás en producción en servidores como Heroku
Skills you'll practice
Details to know
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Guided Project
Recommended experience
(48 reviews)
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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:
Revisión del proceso de desarrollo y despliegue de un modelo
Creación del modelo de ML con Scikit Learn
Formatos para guardar y serializar un modelo
Ejercicio práctico. Desarrollo de un modelo y guardado
Fundamentos de Flask e integración del modelo de ML en Flask
Llamada a la API desde Postman y Python
Desarrollo del front-end para la aplicación final
Ejercicio práctico. Desarrollo de una aplicación con Flask y un modelo de ML integrado
Despliegue en Heroku
Ejercicio práctico. Despliegue de la aplicación
Recommended experience
Machine learning y 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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Reviewed on May 5, 2024
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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.