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Google Cloud Vertex AI
Unified platform for building and deploying ML models at scale
Google Cloud's fully managed ML platform that unifies data preparation, model training, and deployment. Offers AutoML, custom training, and pre-built APIs with tight integration to Google's AI services.
| Pricing from | Pay-as-you-go (training from ~£0.10/hour) |
| Best for | Enterprise teams, data scientists, and organisations already using Google Cloud |
| Website | cloud.google.com/vertex-ai |
Strengths and trade-offs
- Seamless integration with BigQuery and Google Cloud data services
- Extensive pre-trained models and APIs available out-of-the-box
- Steeper learning curve for teams new to Google Cloud ecosystem
- Lock-in to Google services for data storage and processing
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