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@@ -18,7 +18,7 @@ A **migration guide** to change applications which used the Spark 2.4 connector
 [![Build Status](https://travis-ci.org/Azure/azure-cosmosdb-spark.svg?branch=master)](https://travis-ci.org/Azure/azure-cosmosdb-spark)
 
 
-`azure-cosmosdb-spark` is the official connector for [Azure CosmosDB](http://cosmosdb.com) and [Apache Spark](http://spark.apache.org). The connector allows you to easily read to and write from Azure Cosmos DB via Apache Spark DataFrames in `python` and `scala`.  It also allows you to easily create a lambda architecture for batch-processing, stream-processing, and a serving layer while being globally replicated and minimizing the latency involved in working with big data.
+`azure-cosmosdb-spark` is the official connector for [Azure Cosmos DB](http://cosmosdb.com) and [Apache Spark](http://spark.apache.org). The connector allows you to easily read to and write from Azure Cosmos DB via Apache Spark DataFrames in `python` and `scala`.  It also allows you to easily create a lambda architecture for batch-processing, stream-processing, and a serving layer while being globally replicated and minimizing the latency involved in working with big data.
 
 
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