Classify Images of Clouds with Vertex AI GSP223

Overview
Vertex AI is Google Cloud's unified platform for machine learning. The AutoML feature within Vertex AI simplifies training high-quality custom image recognition models without requiring deep ML expertise. After training, models are deployed to a managed Endpoint for real-time predictions via an easy-to-use API.

In this lab, you'll upload cloud images to Cloud Storage, create a Vertex AI Dataset from them, and use a pre-trained model (simulated) on a Vertex AI Endpoint to generate predictions.

Objectives
In this lab, you perform the following tasks:
- Set up the Vertex AI environment and a Cloud Storage bucket.
- Upload a labeled dataset to Cloud Storage.
- Create and inspect a Vertex AI Dataset.
- Generate predictions against a Vertex AI Endpoint.
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