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Update anomaly-detection.md
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articles/cognitive-services/big-data/recipes/anomaly-detection.md

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# Recipe: Predictive maintenance with the Cognitive Services for big data
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This recipe shows how you can use Azure Synapse Analytics and Cognitive Services on Apache Spark for predictive maintenance of IoT devices. We'll follow along with the [CosmosDB and Synapse Link](https://github.com/Azure-Samples/cosmosdb-synapse-link-samples) sample. To keep things simple, in this recipe we'll read the data straight from a CSV file rather than getting streamed data through CosmosDB and Synapse Link. We strongly encourage you to look over the Synapse Link sample.
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This recipe shows how you can use Azure Synapse Analytics and Cognitive Services on Apache Spark for predictive maintenance of IoT devices. We'll follow along with the [Cosmos DB and Synapse Link](https://github.com/Azure-Samples/cosmosdb-synapse-link-samples) sample. To keep things simple, in this recipe we'll read the data straight from a CSV file rather than getting streamed data through Cosmos DB and Synapse Link. We strongly encourage you to look over the Synapse Link sample.
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## Hypothetical scenario
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## Next steps
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Learn how to do predictive maintenance at scale with Azure Cognitive Services, Azure Synapse Analytics, and Azure CosmosDB. For more information, see the full sample on [GitHub](https://github.com/Azure-Samples/cosmosdb-synapse-link-samples).
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Learn how to do predictive maintenance at scale with Azure Cognitive Services, Azure Synapse Analytics, and Azure Cosmos DB. For more information, see the full sample on [GitHub](https://github.com/Azure-Samples/cosmosdb-synapse-link-samples).

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