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train-in-spark | ||
train-on-amlcompute | ||
train-on-local | ||
train-on-remote-vm | ||
using-environments | ||
README.md |
README.md
Using basic training APIs
Follow these sample notebooks to learn:
- Train within notebook: train a simple scikit-learn model using the Jupyter kernel and deploy the model to Azure Container Service.
- Train on local: train a model using local computer as compute target.
- Train on remote VM: train a model using a remote Azure VM as compute target.
- Train on ML Compute: train a model using an ML Compute cluster as compute target.
- Train in an HDI Spark cluster: train a Spark ML model using an HDInsight Spark cluster as compute target.