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Google Cloud AI Platform
Managed ML service integrated with Google Cloud analytics
Google Cloud AI Platform provides managed services for building, training and deploying machine learning models. It integrates with BigQuery, Vertex AI and other Google Cloud tools for end-to-end analytics workflows.
| Pricing from | £0.32 per node hour |
| Best for | Organisations with large data volumes in Google Cloud seeking scalable ML infrastructure |
| Website | cloud.google.com/ai-platform |
Strengths and trade-offs
- Excellent integration with BigQuery for large-scale data analytics
- Strong AutoML capabilities with minimal model tuning required
- Vendor lock-in risk for organisations deeply committed to Google Cloud
- Cost opacity and potential bill shock without careful monitoring
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