Which tool does Google Cloud provide for building and training machine learning models?
- Cloud Storage
- BigQuery
- Google Cloud Console
- Vertex AI ✓
Correct answer: Vertex AI
Option D is correct because Vertex AI is Google Cloud's unified platform specifically designed for building, training, deploying, and managing machine learning models, offering AutoML, custom training, and a full MLOps toolchain. Option A, Cloud Storage, is an object storage service used to store data and model artifacts but provides no training or model-building capabilities. Option B, BigQuery, is a serverless data warehouse for analytics and SQL-based queries; while it has some built-in ML features via BigQuery ML, it is not the primary purpose-built ML platform. Option C, Google Cloud Console, is the web-based management interface for all GCP services and is not itself a tool for building or training models.
Topic: · vertex ai, google cloud ml, machine learning platforms, gcp services