This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will use TensorFlow's distribution strategies and the Vertex AI platform to train and deploy a custom TensorFlow image classification model to classify an image classification dataset.
Running Distributed TensorFlow using Vertex AI
Running Distributed TensorFlow using Vertex AI
Instructor: Google Cloud Training
Access provided by INEFOP - Instituto Nacional de Empleo y Formación Profesional de Uruguay
Build in-demand job skills with step-by-step instructions
Intermediate level
Some related experience required
1 hour 30 minutes
Learn at your own pace
Hands-on learning
What you'll learn
Deploy a training pipeline which uses MirrorStrategy (one of TensorFlow's distribution strategies) on Vertex AI.
Deploy an endpoint for the model in the cloud using Vertex AI for online prediction.
Skills you'll practice
Tools you'll use
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
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About this project
Instructor
Offered by
How you'll learn
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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