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Merge pull request #6071 from Albertyang0/2025_07-Monthly-broken-links-fix-ay-188
2025_07 - Fix monthly broken links
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articles/machine-learning/reference-automl-images-cli-classification.md

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[!INCLUDE [cli v2](includes/machine-learning-cli-v2.md)]
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The source JSON schema can be found at https://azuremlsdk2.blob.core.windows.net/preview/0.0.1/autoMLImageClassificationJob.schema.json.
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The source JSON schema can be found at https://azuremlschemasprod.azureedge.net/latest/autoMLImageClassificationJob.schema.json.
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articles/machine-learning/reference-automl-images-cli-instance-segmentation.md

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[!INCLUDE [cli v2](includes/machine-learning-cli-v2.md)]
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The source JSON schema can be found at https://azuremlsdk2.blob.core.windows.net/preview/0.0.1/autoMLImageInstanceSegmentationJob.schema.json.
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The source JSON schema can be found at https://azuremlschemasprod.azureedge.net/latest/autoMLImageInstanceSegmentationJob.schema.json.
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[!INCLUDE [schema note](includes/machine-learning-preview-old-json-schema-note.md)]

articles/machine-learning/reference-automl-images-cli-multilabel-classification.md

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[!INCLUDE [cli v2](includes/machine-learning-cli-v2.md)]
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The source JSON schema can be found at https://azuremlsdk2.blob.core.windows.net/preview/0.0.1/autoMLImageClassificationMultilabelJob.schema.json.
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The source JSON schema can be found at https://azuremlschemasprod.azureedge.net/latest/autoMLImageClassificationMultilabelJob.schema.json.
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articles/machine-learning/reference-automl-images-cli-object-detection.md

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[!INCLUDE [cli v2](includes/machine-learning-cli-v2.md)]
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The source JSON schema can be found at https://azuremlsdk2.blob.core.windows.net/preview/0.0.1/autoMLImageObjectDetectionJob.schema.json.
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The source JSON schema can be found at https://azuremlschemasprod.azureedge.net/latest/autoMLImageObjectDetectionJob.schema.json.
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articles/machine-learning/reference-automl-nlp-cli-multilabel-classification.md

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This article provides a reference for some syntax concepts you will encounter while configuring these YAML files for NLP text classification multilabel jobs.
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The source JSON schema can be found at
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https://azuremlsdk2.blob.core.windows.net/preview/0.0.1/autoMLNLPTextClassificationMultilabelJob.schema.json
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https://azuremlschemasprod.azureedge.net/latest/autoMLNLPTextClassificationJob.schema.json
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## YAML syntax
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articles/machine-learning/reference-automl-nlp-cli-text-classification.md

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This article provides a reference for some syntax concepts you will encounter while configuring these YAML files for NLP text classification jobs.
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The source JSON schema can be found at https://azuremlsdk2.blob.core.windows.net/preview/0.0.1/autoMLNLPTextClassificationJob.schema.json
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The source JSON schema can be found at https://azuremlschemasprod.azureedge.net/latest/autoMLNLPTextClassificationJob.schema.json
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