GoogleCloudPlatform/cloudml-samples resource

Health v2 · maintenance only

Flags: no_releases archived

Adoption not part of the score

1549 stars · 840 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of sample code and notebook tutorials for Google Cloud AI Platform (Cloud ML Engine) covering model training, online prediction, hyperparameter tuning, and TPU usage. The repository is deprecated and superseded by the GoogleCloudPlatform/vertex-ai-samples repo.

Use cases

• train a scikit-learn model on Google Cloud AI Platform
• deploy a TensorFlow model for online prediction on GCP
• run hyperparameter tuning jobs on Cloud ML Engine
• learn to train models on TPUs in the cloud
• find notebook walkthroughs for AI Platform training and serving
• migrate ML training workloads to Google Cloud

When to choose

• you need working examples of the legacy AI Platform (Cloud ML Engine) training and prediction APIs
• you want notebook tutorials for hyperparameter tuning or TPU training on GCP
• you maintain code that still targets the old cloudml tooling

When to avoid

• you are starting a new project on Google Cloud - use the vertex-ai-samples repository instead
• you need current, supported Vertex AI SDK examples
• you want a library or tool rather than sample code

Facets

learning-resource · maturity abandoned

machine-learning developer-tools machine-learning cloud-computing tutorials python cloud gcp ai-platform vertex-ai samples tensorflow keras scikit-learn hyperparameter-tuning tpu deprecated gpu

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markdown · JSON · MCP: product_card(name="GoogleCloudPlatform/cloudml-samples")