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Google Cloud AI Platform Prediction

Rating:

4.7 / 5.0

Tags

Machine Learning, Model Deployment, Cloud Service, Google Cloud, MLOps, Prediction

Categories:
Machine learning and neural networks
Creator Google
Date 2018-07-24
Platforms Cloud Platform, API
Status Active
Website cloud.google.com
Price Model Pay-as-you-go
Sections:
ML PlatformsModel Deployment

Pricing Details

Pay-as-you-go based on the compute instance time used for online prediction and data volume for batch prediction. A free tier is available.

Features

Online prediction, batch prediction, scalable infrastructure, model versioning, monitoring, integration with Google Cloud.

Integrations

Integration with Google Cloud Storage (for data), AI Platform Training (for trained models), and other Google Cloud services. API for integration into applications.

Preview

Google Cloud AI Platform Prediction is a managed service from Google Cloud that allows deploying trained machine learning models to get predictions. The service supports both online prediction (for real-time, low-latency requests) and batch prediction (for processing large volumes of data asynchronously). It provides a scalable infrastructure that automatically adjusts to the load. AI Platform Prediction supports models trained using AI Platform Training, as well as models exported from other environments. It is a crucial component for integrating ML models into applications and business processes.