Despliegue de modelos Deep Learning: Flask, heroku, Postman

Offered By
In this Guided Project, you will:

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

2 horas
Intermediate
No download needed
Split-screen video
Spanish
Desktop only

En este proyecto aprenderás acerca del despliegue de modelos Deep Learning en producción, utilizando herramientas como Flask, heroku y Postman.

Skills you will develop

  • Postman

  • Heroku

  • Despliegue de modelos

  • Flask

  • keras

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:

  1. Proceso para crear aplicaciones con modelos de Deep Learning integrados

  2. Crear el modelo de Deep Learning con Keras

  3. Desarrollo del código de puesta en producción

  4. Ejercicio práctico. Desarrollo del modelo de Deep Learning

  5. Fundamentos de Flask

  6. Desarrollo la API y llamada desde Postman

  7. Desarrollo la API y llamada desde Python

  8. Ejercicio práctico. Desarrollo de la API y llamada desde Python

  9. Desarrollo del front-end y desarrollo de la aplicación final

  10. Despliegue en Heroku

  11. Ejercicio práctico. Desarrollo de la aplicación definitiva y despliegue en Heroku

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

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.

You can download and keep any of your created files from the Guided Project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.

Guided Projects are not eligible for refunds. See our full refund policy.

Financial aid is not available for Guided Projects.

Auditing is not available for Guided Projects.

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.

More questions? Visit the Learner Help Center.