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Google Cloud AI Platform

Rating:

4.7 / 5.0

Tags

Machine Learning, ML Platform, Cloud Service, Google Cloud, MLOps, AutoML

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:
Automated ML (AutoML)ML PlatformsModel DeploymentModel Training

Pricing Details

Pay-as-you-go based on consumed resources (compute time for training and prediction, storage). A free tier is available.

Features

Model training, model deployment, data labeling, AutoML, MLOps, notebook instances, hyperparameter tuning, integration with Google Cloud services.

Integrations

Integration with Google Cloud Storage, BigQuery, Dataflow, and other Google Cloud services. Supports popular ML frameworks.

Preview

Google Cloud AI Platform is a comprehensive cloud-based platform from Google designed for developers and data scientists to build, train, and deploy machine learning models. It provides a suite of tools and services covering the entire ML lifecycle, including data preparation, model training (supporting various frameworks like TensorFlow, PyTorch, scikit-learn), evaluation, deployment for online and batch prediction, and AutoML tools for automated model creation. The platform integrates with other Google Cloud services and allows scaling ML workloads.