Desarrollar una aplicación web de ML con PyCaret y Streamlit

Offered By
In this Guided Project, you will:

Desarrollar un modelo de ML con Pycaret

Desarrollar una aplicación web con Streamlit

Desplegar en un servidor un modelo de ML embebido en una aplicación web

2 horas
No download needed
Split-screen video
Desktop only

Este proyecto es un curso práctico para crear una aplicación web con un modelo de aprendizaje automático. Aprenderemos desde las bases a utilizar librerías y herramientas como Pycaret, Streamlit, Heroku y GitHub, entre otros. Gracias a este curso desarrollarás tu propio modelo de ML y página web y lo desplegarás en un servidor de Heroku.

Skills you will develop

  • Machine Learning

  • Streamlit

  • PyCaret

  • Heroku

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. Introducción y herramientas

  2. Fundamentos de Pycaret

  3. Entrenamiento y validación del modelo con Pycaret

  4. Creación de la aplicación web con Streamlit

  5. Despliegue del código en Git y 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.