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Merge pull request #94951 from SnehaGunda/master
Removing Spark introduction doc
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articles/cosmos-db/TOC.yml

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href: change-feed-functions.md
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- name: Globally distributed analytics and AI
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items:
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- name: Introduction
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displayName: Apache Spark, spark
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href: spark-api-introduction.md
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- name: Analytics use cases
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href: analytics-usecases.md
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- name: Analytics - solution architectures

articles/cosmos-db/analytics-solution-architectures.md

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The following image shows how Azure Cosmos DB Spark support is used to optimize pricing and promotions:
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![Azure Cosmos DB’s Spark support to optimize pricing and promotions](./media/spark-api-introduction/optimize-pricing-and-promotions.png)
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![Azure Cosmos DB’s Spark support to optimize pricing and promotions](./media/analytics-solution-architectures/optimize-pricing-and-promotions.png)
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The following image shows how Azure Cosmos DB Spark support is used in real-time recommendation engine:
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![Azure Cosmos DB Spark support in real-time recommendation engine](./media/spark-api-introduction/real-time-recommendation-engine.png)
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![Azure Cosmos DB Spark support in real-time recommendation engine](./media/analytics-solution-architectures/real-time-recommendation-engine.png)
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## Manufacturing and IoT
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The following image shows how Azure Cosmos DB’s Spark support is used to read metrics from IoT devices and apply smart grid analytics:
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![Azure Cosmos DB’s Spark support to read metrics from IoT devices](./media/spark-api-introduction/read-metrics-from-iot-devices.png)
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![Azure Cosmos DB’s Spark support to read metrics from IoT devices](./media/analytics-solution-architectures/read-metrics-from-iot-devices.png)
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## Predictive maintenance
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The following image shows how Azure Cosmos DB’s Spark support is used to build a predictive maintenance system:
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![Azure Cosmos DB’s Spark support to build a predictive maintenance system](./media/spark-api-introduction/predictive-maintenance-system.png)
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![Azure Cosmos DB’s Spark support to build a predictive maintenance system](./media/analytics-solution-architectures/predictive-maintenance-system.png)
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The following image shows how Azure Cosmos DB’s Spark support is used to build a real-time vehicle diagnostic system:
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![Azure Cosmos DB’s Spark support to build a real-time vehicle diagnostic system](./media/spark-api-introduction/real-time-vehicle-diagnostic-system.png)
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![Azure Cosmos DB’s Spark support to build a real-time vehicle diagnostic system](./media/analytics-solution-architectures/real-time-vehicle-diagnostic-system.png)
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## Gaming
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The following image shows how Azure Cosmos DB’s Spark support is used in gaming analytics:
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![Azure Cosmos DB’s Spark support in gaming analytics](./media/spark-api-introduction/gaming-analytics.png)
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![Azure Cosmos DB’s Spark support in gaming analytics](./media/analytics-solution-architectures/gaming-analytics.png)
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## Next steps
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articles/cosmos-db/index.yml

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linkLists:
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- linkListType: concept
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links:
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- text: Spark and Jupyter notebooks support
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url: spark-api-introduction.md
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- text: Analytics use cases
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url: analytics-usecases.md
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- text: Lambda architecture
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url: lambda-architecture.md
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- linkListType: how-to-guide
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