fix links

Author: v-thepet

articles/event-hubs/event-hubs-kafka-flink-tutorial.md

@@ -118,7 +118,7 @@ mvn exec:java -Dexec.mainClass="FlinkTestConsumer"
 
 If the event hub has events (for example, if your producer is also running), then the consumer now begins receiving events from the topic `test`.
 
-Check out [Flink's Kafka Connector Guide](https://ci.apache.org/projects/flink/flink-docs-stable/dev/connectors/kafka.html) for more detailed information about connecting Flink to Kafka.
+Check out [Flink's Kafka Connector Guide](https://nightlies.apache.org/flink/flink-docs-stable/docs/connectors/datastream/kafka) for more detailed information about connecting Flink to Kafka.
 
 ## Next steps
 To learn more about Event Hubs for Kafka, see the following articles:  

articles/event-hubs/explore-captured-avro-files.md

@@ -75,5 +75,5 @@ Event Hubs Capture is the easiest way to get data into Azure. Using Azure Data L
 [Python]: https://avro.apache.org/docs/1.11.1/getting-started-python/
 [Event Hubs overview]: ./event-hubs-about.md
 [HDInsight: Address files in Azure storage]: ../hdinsight/hdinsight-hadoop-use-blob-storage.md
-[Azure Databricks: Azure Blob Storage]:https://docs.databricks.com/spark/latest/data-sources/azure/azure-storage.html
+[Azure Databricks: Azure Blob Storage]:/azure/databricks/archive/storage/azure-storage
 [Streaming at Scale: Event Hubs Capture]:https://github.com/yorek/streaming-at-scale/tree/master/event-hubs-capture

includes/iot-central-connect-device-java.md

@@ -6,7 +6,7 @@ ms.topic: include
 ms.date: 06/06/2023
 ---
 
-[![Browse code](../articles/iot-central/core/media/common/browse-code.svg)](https://github.com/Azure/azure-iot-sdk-java/tree/main/iothub/device/iot-device-samples/pnp-device-sample)
+[![Browse code](../articles/iot-central/core/media/common/browse-code.svg)](https://github.com/Azure/azure-iot-sdk-java/tree/main/iothub/device/iot-device-samples)
 
 [!INCLUDE [iot-authentication-device-connection-string](iot-authentication-device-connection-string.md)]
 

includes/iot-develop-send-telemetry-iot-hub-java.md

@@ -13,7 +13,7 @@
    - sfi-ropc-nochange
 ---
 
-[![Browse code](../articles/iot/media/common/browse-code.svg)](https://github.com/Azure/azure-iot-sdk-java/tree/main/iothub/device/iot-device-samples/pnp-device-sample)
+[![Browse code](../articles/iot/media/common/browse-code.svg)](https://github.com/Azure/azure-iot-sdk-java/tree/main/iothub/device/iot-device-samples)
 
 In this quickstart, you learn a basic Azure IoT application development workflow. You use the Azure CLI and IoT Explorer to create an Azure IoT hub and a device. Then you use an Azure IoT device SDK sample to run a temperature controller, connect it securely to the hub, and send telemetry. The temperature controller sample application runs on your local machine and generates simulated sensor data to send to IoT Hub.
 

includes/iot-pnp-device-devguide-java.md

@@ -8,7 +8,7 @@ ms.date: 11/17/2022
 
 ## Sample code
 
-You can find the sample code for many of the IoT Plug and Play constructs described in this article in the [Microsoft Azure IoT SDKs for Java](https://github.com/Azure/azure-iot-sdk-java/tree/main/iothub/device/iot-device-samples/pnp-device-sample) GitHub repository.
+You can find the sample code for many of the IoT Plug and Play constructs described in this article in the [Microsoft Azure IoT SDKs for Java](https://github.com/Azure/azure-iot-sdk-java/tree/main/iothub/device/iot-device-samples) GitHub repository.
 
 ## Model ID announcement