Conocer los fundamentos de ONNX
Convertir modelos de Machine Learning a formato ONNX
Desarrollo completo de un modelo de ML con ONNX para dispositivos IoT
En este proyecto se aprenderá acerca del despliegue de modelos de IA en dispositivos IoT Edge con ONNX de manera práctica y aplicada. Aprenderemos a desarrollar modelos de Machine Learning desde cero para después desplegarlos en ONNX. Finalmente, aprenderemos también a como cargar los modelos en ONNX para hacer predicciones.
Internet Of Things (IOT)
Machine Learning
ONNX
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Fundamentos de ONNX
Dispositivos IoT Edge e IA en dispositivos edge
Convertir modelos de machine Learning de XGBoost a ONNX
Convertir modelos de Sklearn a ONNX
Pipelines completos de Machine Learning en ONNX
Ejercicio aplicado. Pipeline de Machine Learning en ONNX
Despliegue de un modelo de ML de inicio a fin en ONNX Runtime
Ejercicio aplicado. Despliegue de un modelo en ONNX Runtime
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.
