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Implementar un modelo de aprendizaje automático con FastAPI
Coursera Project Network

Implementar un modelo de aprendizaje automático con FastAPI

Taught in Spanish

Leire Ahedo

Instructor: Leire Ahedo

Included with Coursera Plus

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Beginner level

Recommended experience

2 horas
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.4

(11 reviews)

What you'll learn

  • Aprenderás los fundamentos de FastAPI

  • Desarrollarás una API con un modelo de Machine Learning integrado

  • Aprenderás de poner en producción tus modelos de ML a través de APIs

Details to know

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Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Beginner level

Recommended experience

2 horas
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.4

(11 reviews)

See how employees at top companies are mastering in-demand skills

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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
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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:

  1. Fundamentos de las APIs y FastAPI

  2. FastAPI: sintaxis, definición de rutas y parámetros

  3. FastAPI: solicitudes asíncronas y Pydantic

  4. Ejercicio práctico. Desarrollo de una API con FastAPI

  5. FastAPI: validaciones, manejo de errores y generación automática de documentos

  6. Ejercicio practico. Desarrollo de una API avanzada

  7. Entrenamiento del modelo de Machine Learning

  8. Despliegue de un modelo de ML en una API de FastAPI

  9. Testing

  10. Ejercicio aplicado. Despliegue de un modelo de ML con una API

Recommended experience

Python y machine learning

7 project images

Instructor

Leire Ahedo
Coursera Project Network
50 Courses34,386 learners

Offered by

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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Learner reviews

Showing 3 of 11

4.4

11 reviews

  • 5 stars

    72.72%

  • 4 stars

    9.09%

  • 3 stars

    9.09%

  • 2 stars

    0%

  • 1 star

    9.09%

JG
5

Reviewed on May 6, 2023

LT
5

Reviewed on Nov 16, 2021

MB
5

Reviewed on Jun 26, 2022

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