En este proyecto aprenderás acerca del despliegue de modelos Deep Learning en producción, utilizando herramientas como Flask, heroku y Postman.
Despliegue de modelos Deep Learning: Flask, heroku, Postman
Taught in Spanish
Instructor: Leire Ahedo
Included with
Guided Project
Recommended experience
What you'll learn
Entrenarás modelos de Deep Learning con Keras
Generarás una aplicación en Flask y un front-end en HTML para el modelo
Desplegarás en un entorno cloud de Heroku la aplicación
Skills you'll practice
Details to know
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Guided Project
Recommended experience
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Learn, practice, and apply job-ready skills in less than 2 hours
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- 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:
Proceso para crear aplicaciones con modelos de Deep Learning integrados
Crear el modelo de Deep Learning con Keras
Desarrollo del código de puesta en producción
Ejercicio práctico. Desarrollo del modelo de Deep Learning
Fundamentos de Flask
Desarrollo la API y llamada desde Postman
Desarrollo la API y llamada desde Python
Ejercicio práctico. Desarrollo de la API y llamada desde Python
Desarrollo del front-end y desarrollo de la aplicación final
Despliegue en Heroku
Ejercicio práctico. Desarrollo de la aplicación definitiva y despliegue en Heroku
Recommended experience
Python y Keras
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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.