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Google Cloud AI Platform Training

Rating:

4.7 / 5.0

Tags

Machine Learning, ML Platform, Model Training, Cloud Service, Google Cloud, MLOps

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:
Model Training

Pricing Details

Pay-as-you-go based on the compute instance time used for training. Pricing depends on the instance type (CPU, GPU, TPU). A free tier is available.

Features

Scalable model training, distributed training, hyperparameter tuning, support for popular ML frameworks, monitoring, integrated with Google Cloud.

Integrations

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

Preview

Google Cloud AI Platform Training is a managed service from Google Cloud that provides scalable compute resources for training machine learning models. It supports training models developed using popular frameworks like TensorFlow, PyTorch, scikit-learn, XGBoost, and others. The service allows running distributed training on large datasets, tuning hyperparameters with automated tools, and monitoring training progress. AI Platform Training integrates with other Google Cloud services like Cloud Storage and BigQuery for data access. It is a powerful tool for data scientists and ML developers who need a scalable and flexible environment for training their models.