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
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.
Machine Learning
Heroku
Flask
Deploy
Scikit-Learn
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
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
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.
