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Clarify description of MLTransform. (#29539)
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tvalentyn authored Nov 27, 2023
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"id": "d3b81cf2-8603-42bd-995e-9e14631effd0"
},
"source": [
"This notebook demonstrates how to use `MLTransform` to preprocess your data for machine learning models. `MLTransform` is a `PTransform` that wraps multiple Apache Beam data processing transforms. With `MLTransform`, you can preprocess different types of data in multiple ways with one transform.\n",
"This notebook demonstrates how to use `MLTransform` to preprocess data for machine learning workflows. Apache Beam provides a set of transforms for preprocessing data for training and inference. The `MLTransform` class wraps various transforms in one PTransform, simplifying your workflow. For a list of available preprocessing transforms see the [Preprocess data with MLTransform](https://beam.apache.org/documentation/ml/preprocess-data/#transforms) page in Apache Beam documentation.\n",
"\n",
"This notebook uses data processing transforms defined in the [apache_beam/ml/transforms/tft](https://beam.apache.org/releases/pydoc/current/apache_beam.ml.transforms.tft.html) module."
]
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},
"nbformat": 4,
"nbformat_minor": 5
}
}

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