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Fixed name of QualityCheck Step in documentation.
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svpino committed Apr 2, 2024
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"source": [
"### Step 2 - Generating Data Quality Baseline\n",
"\n",
"Let's configure a [Quality Check Step](https://docs.aws.amazon.com/sagemaker/latest/dg/build-and-manage-steps.html#step-type-quality-check) to compute the general statistics of the data we used to build our model.\n",
"Let's configure a [QualityCheck Step](https://docs.aws.amazon.com/sagemaker/latest/dg/build-and-manage-steps.html#step-type-quality-check) to compute the general statistics of the data we used to build our model.\n",
"\n",
"We can configure the instance that will run the quality check using the [CheckJobConfig](https://sagemaker.readthedocs.io/en/v2.73.0/workflows/pipelines/sagemaker.workflow.pipelines.html#sagemaker.workflow.check_job_config.CheckJobConfig) class, and we can use the `DataQualityCheckConfig` class to configure the job.\n",
"\n",
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"## Session 17 - Model Quality Baseline\n",
"\n",
"This session extends the [SageMaker Pipeline](https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-sdk.html) with a [Quality Check Step](https://docs.aws.amazon.com/sagemaker/latest/dg/build-and-manage-steps.html#step-type-quality-check) to compute a baseline for the model performance.\n",
"This session extends the [SageMaker Pipeline](https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-sdk.html) with a [QualityCheck Step](https://docs.aws.amazon.com/sagemaker/latest/dg/build-and-manage-steps.html#step-type-quality-check) to compute a baseline for the model performance.\n",
"\n",
"This step will compute the baseline metrics we will later use as the baseline to detect model drift.\n",
"\n",
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