Merge pull request #96643 from dagiro/freshness24b

Freshness24b

Author: American-Dipper

.openpublishing.redirection.json

@@ -26476,6 +26476,11 @@
       "redirect_url": "/azure/hdinsight/spark/apache-spark-overview",
       "redirect_document_id": true
     },
+    {
+      "source_path": "articles/hdinsight/spark/apache-spark-eventhub-streaming.md",
+      "redirect_url": "/azure/hdinsight/spark/apache-spark-ipython-notebook-machine-learning",
+      "redirect_document_id": false
+    },
     {
       "source_path": "articles/hdinsight/storm/apache-storm-sensor-data-analysis.md",
       "redirect_url": "https://azure.microsoft.com/resources/samples/hdinsight-java-storm-eventhub/",

articles/hdinsight/TOC.yml

@@ -273,8 +273,6 @@
         href: ./spark/apache-spark-intellij-tool-failure-debug.md
       - name: Analyze data using BI tools
         href: ./spark/apache-spark-use-bi-tools.md
-      - name: Run a streaming job
-        href: ./spark/apache-spark-eventhub-streaming.md
       - name: Create a machine learning app
         href: ./spark/apache-spark-ipython-notebook-machine-learning.md
       - name: Create an Apache Spark app in IntelliJ

articles/hdinsight/spark/apache-spark-eventhub-streaming.md

@@ -177,7 +177,7 @@ To delete a cluster, see [Delete an HDInsight cluster using your browser, PowerS
 
 ## Next steps
 
-In this tutorial, you learned how to use [Microsoft Power BI](https://powerbi.microsoft.com/) to visualize data in an Apache Spark cluster in [Azure HDInsight](https://azure.microsoft.com/services/hdinsight/). Advance to the next article to see how the data you registered in Spark can be pulled into a BI analytics tool such as Power BI.
+In this tutorial, you learned how to use [Microsoft Power BI](https://powerbi.microsoft.com/) to visualize data in an Apache Spark cluster in [Azure HDInsight](https://azure.microsoft.com/services/hdinsight/). Advance to the next article to see you can create a machine learning application.
 
 > [!div class="nextstepaction"]
-> [Run an Apache Spark streaming job](apache-spark-eventhub-streaming.md)
+> [Create a machine learning application](./apache-spark-ipython-notebook-machine-learning.md)