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Google Cloud AutoML

Rating:

4.7 / 5.0

Tags

AutoML, Machine Learning, Cloud Service, Google Cloud, No-code ML, Low-code ML

Categories:
Machine learning and neural networks
Creator Google
Date 2018-01-17
Platforms Cloud Platform, Web, API
Status Active
Website cloud.google.com
Price Model Pay-as-you-go
Sections:
Automated ML (AutoML)ML Platforms

Pricing Details

Pay-as-you-go based on model training time and prediction time. Pricing depends on the data type (images, text, tables) and usage volume. A free tier is available.

Features

Automated model training, no-code/low-code ML development, support for various data types (images, text, tabular), model deployment, integrated with Google Cloud.

Integrations

Integration with Google Cloud Storage (for data), Google Cloud Functions, Google App Engine, and other Google Cloud services. API for integration into applications.

Preview

Google Cloud AutoML is a suite of machine learning products from Google Cloud that enables developers with limited ML expertise to build, train, and deploy high-quality ML models. AutoML automates many steps of the model development process, such as architecture selection, hyperparameter tuning, and even data preparation (in some cases). AutoML includes specialized products for different data types, such as AutoML Vision (for images), AutoML Natural Language (for text), AutoML Translation (for translation), and AutoML Tables (for tabular data). This makes ML more accessible to a wider range of users and allows for rapid creation of custom models for specific tasks.