diff --git a/masterdoc/03.md b/masterdoc/03.md
index 43a0cf12..d446d715 100644
--- a/masterdoc/03.md
+++ b/masterdoc/03.md
@@ -171,9 +171,9 @@ And, this will take you to a webpage that will confirm **Data Simulation** has s
 #### Task 1.2: Explore a few Synapse pipelines that ingest raw data from analytical data sources to the Bronze layer of the Data Lake. <a name="analytical-sources"></a>
 
   
-Your next challenge is to ingest historical data from a spectrum of data sources.  
+In your next challenge, you will ingest historical data from various data sources.  
 
-In this task you will ingest campaigns data from Snowflake and customer churn data from Teradata into the data lake.
+In this task, you will ingest campaign data from Snowflake and customer churn data from Teradata into the data lake.
 
 1. Return to the Synapse Studio web session (tab).
 
@@ -185,7 +185,7 @@ In this task you will ingest campaigns data from Snowflake and customer churn da
 
 5. Expand the **Landing Analytical Store Data** folder.
 
-6. Select the **Campaigns Data From Snowflake** pipeline.
+6. Select the **Campaigns Data from Snowflake** pipeline.
 
 >**Note:** If required, collapse the panes on the left using the << icon at the top right of each pane.
 
@@ -203,7 +203,7 @@ In this task you will ingest campaigns data from Snowflake and customer churn da
 
 ![Source Dataset](https://github.com/CloudLabsAI-Azure/Ignite-lab/blob/main/media/image1209.png?raw=true)
 
-10.	In the pipeline designer, select **Copy data** activity.
+10.	In the pipeline designer, select the **Copy data** activity.
 
 11.	In the pane below, select the **Sink** tab.
 
@@ -224,9 +224,9 @@ In this task you will ingest campaigns data from Snowflake and customer churn da
 #### Task 1.3: Explore a few Synapse pipelines that ingest raw data from operational data sources to the Bronze layer of the Data Lake. <a name="operational-sources"></a>
 
   
-In this task, you will explore the design of a Synapse pipeline that is designed to ingest raw data coming from various operational sources into the data lake.
+In this task, you will explore the design of a Synapse pipeline. This pipeline is designed to ingest raw data from various operational sources into the data lake.
 
-1.	In the **Integrate** pane, expand the **Landing Operational Store Data** folder, select the **Store Transactions Data from SQL DB** pipeline.
+1.	In the **Integrate** pane, expand the **Landing Operational Store Data** folder, and select the **Store Transactions Data from SQL DB** pipeline.
 
 ![Landing Operational Store Data](https://github.com/CloudLabsAI-Azure/Ignite-lab/blob/main/media/image1309.png?raw=true)
 
@@ -249,7 +249,7 @@ In this task, you will explore the design of a Synapse pipeline that is designed
 ![Sales Data](https://github.com/CloudLabsAI-Azure/Ignite-lab/blob/main/media/image1302.png?raw=true)
 
 
-Congratulations! As a data engineer you have successfully ingested streaming near real-time as well as historical data into the data lake for Wide World importers.
+Congratulations! As a data engineer you have successfully ingested streaming near real-time and historical data into the data lake for Wide World importers.
 
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