diff --git a/BatchScoringJob.md b/BatchScoringJob.md
index 8b77b09..5f1995f 100644
--- a/BatchScoringJob.md
+++ b/BatchScoringJob.md
@@ -70,4 +70,4 @@ The `quartz_cron_expression` takes [Quartz cron](http://www.quartz-scheduler.org
 
 # Conclusion
 
-The actual work of this scenario is done through this Azure Databricks job. The job executes the `3_Scoring_Pipeline` notebook, which depends on a machine learning model existing on the Azure Databricks file storage. We created the model using the `2_Training_Pipeline` notebook.
+The actual work of this scenario is done through this Azure Databricks job. The job executes the `3_Scoring_Pipeline` notebook, which depends on a machine learning model existing on the Azure Databricks file storage. We created the model using the `2_Training_Pipeline` notebook which used the data downloaded with the `1_data_ingestion` notebook.
diff --git a/jobs/Readme.md b/jobs/Readme.md
new file mode 100644
index 0000000..27e7388
--- /dev/null
+++ b/jobs/Readme.md
@@ -0,0 +1,5 @@
+# Azure Databricks job templates
+
+This folder contains the template used to create the Azure Databricks job that does the batch scoring. 
+
+Instructions to use this file are located at https://github.com/Azure/BatchSparkScoringPredictiveMaintenance/blob/master/BatchScoringJob.md
diff --git a/scripts/Readme.md b/scripts/Readme.md
new file mode 100644
index 0000000..fa97b29
--- /dev/null
+++ b/scripts/Readme.md
@@ -0,0 +1,5 @@
+# Azure Databricks job customization script
+
+This folder contains the script that customizes the template file used to create the Azure Databricks job that does the batch scoring. 
+
+Instructions to use this file are located at https://github.com/Azure/BatchSparkScoringPredictiveMaintenance/blob/master/BatchScoringJob.md