Merge pull request #50223 from TheJamesHerring/patch-1

REVIVED-DP-203 Freshness

Author: JamesJBarnett

learn-pr/wwl-data-ai/create-metadata-objects-azure-synapse-serverless-sql-pools/1-introduction.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.introduction
-title: Introduction
-metadata:
-  title: Introduction
-  description: "Introduction"
-  ms.date: 07/25/2024
-  author: wwlpublish
-  ms.author: jamesh
-  ms.topic: unit
-azureSandbox: false
-labModal: false
-durationInMinutes: 1
-content: |
-  [!include[](includes/1-introduction.md)]
+### YamlMime:ModuleUnit
+uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.introduction
+title: Introduction
+metadata:
+  title: Introduction
+  description: "Introduction"
+  ms.date: 04/30/2025
+  author: wwlpublish
+  ms.author: jamesh
+  ms.topic: unit
+azureSandbox: false
+labModal: false
+durationInMinutes: 1
+content: |
+  [!include[](includes/1-introduction.md)]

learn-pr/wwl-data-ai/create-metadata-objects-azure-synapse-serverless-sql-pools/2-lake-database.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.lake-database
-title: Understand lake database concepts
-metadata:
-  title: Understand lake database concepts
-  description: "Understand lake database concepts"
-  ms.date: 07/25/2024
-  author: wwlpublish
-  ms.author: jamesh
-  ms.topic: unit
-azureSandbox: false
-labModal: false
-durationInMinutes: 3
-content: |
-  [!include[](includes/2-lake-database.md)]
+### YamlMime:ModuleUnit
+uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.lake-database
+title: Understand lake database concepts
+metadata:
+  title: Understand lake database concepts
+  description: "Understand lake database concepts"
+  ms.date: 04/30/2025
+  author: wwlpublish
+  ms.author: jamesh
+  ms.topic: unit
+azureSandbox: false
+labModal: false
+durationInMinutes: 3
+content: |
+  [!include[](includes/2-lake-database.md)]

learn-pr/wwl-data-ai/create-metadata-objects-azure-synapse-serverless-sql-pools/3-database-templates.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.database-templates
-title: Explore database templates
-metadata:
-  title: Explore database templates
-  description: "Explore database templates"
-  ms.date: 07/25/2024
-  author: wwlpublish
-  ms.author: jamesh
-  ms.topic: unit
-azureSandbox: false
-labModal: false
-durationInMinutes: 3
-content: |
-  [!include[](includes/3-database-templates.md)]
+### YamlMime:ModuleUnit
+uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.database-templates
+title: Explore database templates
+metadata:
+  title: Explore database templates
+  description: "Explore database templates"
+  ms.date: 04/30/2025
+  author: wwlpublish
+  ms.author: jamesh
+  ms.topic: unit
+azureSandbox: false
+labModal: false
+durationInMinutes: 3
+content: |
+  [!include[](includes/3-database-templates.md)]

learn-pr/wwl-data-ai/create-metadata-objects-azure-synapse-serverless-sql-pools/4-create-lake-database.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.create-lake-database
-title: Create a lake database
-metadata:
-  title: Create a lake database
-  description: "Create a lake database"
-  ms.date: 07/25/2024
-  author: wwlpublish
-  ms.author: jamesh
-  ms.topic: unit
-azureSandbox: false
-labModal: false
-durationInMinutes: 3
-content: |
-  [!include[](includes/4-create-lake-database.md)]
+### YamlMime:ModuleUnit
+uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.create-lake-database
+title: Create a lake database
+metadata:
+  title: Create a lake database
+  description: "Create a lake database"
+  ms.date: 04/30/2025
+  author: wwlpublish
+  ms.author: jamesh
+  ms.topic: unit
+azureSandbox: false
+labModal: false
+durationInMinutes: 3
+content: |
+  [!include[](includes/4-create-lake-database.md)]

learn-pr/wwl-data-ai/create-metadata-objects-azure-synapse-serverless-sql-pools/5-use-lake-database.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.use-lake-database
-title: Use a lake database
-metadata:
-  title: Use a lake database
-  description: "Use a lake database"
-  ms.date: 07/25/2024
-  author: wwlpublish
-  ms.author: jamesh
-  ms.topic: unit
-azureSandbox: false
-labModal: false
-durationInMinutes: 3
-content: |
-  [!include[](includes/5-use-lake-database.md)]
+### YamlMime:ModuleUnit
+uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.use-lake-database
+title: Use a lake database
+metadata:
+  title: Use a lake database
+  description: "Use a lake database"
+  ms.date: 04/30/2025
+  author: wwlpublish
+  ms.author: jamesh
+  ms.topic: unit
+azureSandbox: false
+labModal: false
+durationInMinutes: 3
+content: |
+  [!include[](includes/5-use-lake-database.md)]

learn-pr/wwl-data-ai/create-metadata-objects-azure-synapse-serverless-sql-pools/6-exercise-lake-database.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.exercise-lake-database
-title: Exercise - Analyze data in a lake database
-metadata:
-  title: Exercise - Analyze data in a lake database
-  description: "Exercise - Analyze data in a lake database"
-  ms.date: 07/25/2024
-  author: wwlpublish
-  ms.author: jamesh
-  ms.topic: unit
-azureSandbox: false
-labModal: false
-durationInMinutes: 45
-content: |
-  [!include[](includes/6-exercise-lake-database.md)]
+### YamlMime:ModuleUnit
+uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.exercise-lake-database
+title: Exercise - Analyze data in a lake database
+metadata:
+  title: Exercise - Analyze data in a lake database
+  description: "Exercise - Analyze data in a lake database"
+  ms.date: 04/30/2025
+  author: wwlpublish
+  ms.author: jamesh
+  ms.topic: unit
+azureSandbox: false
+labModal: false
+durationInMinutes: 45
+content: |
+  [!include[](includes/6-exercise-lake-database.md)]

learn-pr/wwl-data-ai/create-metadata-objects-azure-synapse-serverless-sql-pools/7-knowledge-check.yml

@@ -1,48 +1,48 @@
-### YamlMime:ModuleUnit
-uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.knowledge-check
-title: Module assessment
-metadata:
-  title: Module assessment
-  description: "Knowledge check"
-  ms.date: 07/25/2024
-  author: wwlpublish
-  ms.author: jamesh
-  ms.topic: unit
-azureSandbox: false
-labModal: false
-durationInMinutes: 5
-quiz:
-  questions:
-  - content: "Which if the following statements is true of a lake database?"
-    choices:
-    - content: "Data is stored in a relational database store and can't be directly accessed in the data lake files."
-      isCorrect: false
-      explanation: "Incorrect. File storage is decoupled from the relational database schema and query processing."
-    - content: "Data is stored in files that can't be queried using SQL."
-      isCorrect: false
-      explanation: "Incorrect. You can use SQL to query data in a lake database."
-    - content: "A relational schema is overlaid on the underlying files, and can be queried using a serverless SQL pool or a Spark pool."
-      isCorrect: true
-      explanation: "Correct. A lake database abstracts files with a relational schema that can be queried using SQL in a serverless SQL pool or a Spark pool."
-  - content: "You need to create a new lake database for a retail solution. What's the most efficient way to do this?"
-    choices:
-    - content: "Create a sample database in Azure SQL Database and export the SQL scripts to create the schema for the lake database."
-      isCorrect: false
-      explanation: "Incorrect. A sample Azure SQL database may not meet your needs, and the scripts wouldn't be suitable for a lake database."
-    - content: "Start with the Retail database template in Azure Synapse Studio, and adapt it as necessary."
-      isCorrect: true
-      explanation: "Correct. The Gallery in Azure Synapse Studio includes industry-proven database schema templates, including one for retail."
-    - content: "Start with an empty database and create a normalized schema."
-      isCorrect: false
-      explanation: "Incorrect. While this approach would work, it's more efficient to start from a template."
-  - content: "You have Parquet files in an existing data lake folder for which you want to create a table in a lake database. What should you do?"
-    choices:
-    - content: "Use a CREATE EXTERNAL TABLE AS SELECT (CETAS) query to create the table."
-      isCorrect: false
-      explanation: "Incorrect. A CETAS statement will move the data and create a table based on the new location."
-    - content: "Convert the files in the folder to CSV format."
-      isCorrect: false
-      explanation: "Incorrect. You can create lake database tables from Parquet files."
-    - content: "Use the database designer to create a table based on the existing folder."
-      isCorrect: true
-      explanation: "Correct. You can add a table to a database from existing files."
+### YamlMime:ModuleUnit
+uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.knowledge-check
+title: Module assessment
+metadata:
+  title: Module assessment
+  description: "Knowledge check"
+  ms.date: 04/30/2025
+  author: wwlpublish
+  ms.author: jamesh
+  ms.topic: unit
+azureSandbox: false
+labModal: false
+durationInMinutes: 5
+quiz:
+  questions:
+  - content: "Which if the following statements is true of a lake database?"
+    choices:
+    - content: "Data is stored in a relational database store and can't be directly accessed in the data lake files."
+      isCorrect: false
+      explanation: "Incorrect. File storage is decoupled from the relational database schema and query processing."
+    - content: "Data is stored in files that can't be queried using SQL."
+      isCorrect: false
+      explanation: "Incorrect. You can use SQL to query data in a lake database."
+    - content: "A relational schema is overlaid on the underlying files, and can be queried using a serverless SQL pool or a Spark pool."
+      isCorrect: true
+      explanation: "Correct. A lake database abstracts files with a relational schema that can be queried using SQL in a serverless SQL pool or a Spark pool."
+  - content: "You need to create a new lake database for a retail solution. What's the most efficient way to do this?"
+    choices:
+    - content: "Create a sample database in Azure SQL Database and export the SQL scripts to create the schema for the lake database."
+      isCorrect: false
+      explanation: "Incorrect. A sample Azure SQL database may not meet your needs, and the scripts wouldn't be suitable for a lake database."
+    - content: "Start with the Retail database template in Azure Synapse Studio, and adapt it as necessary."
+      isCorrect: true
+      explanation: "Correct. The Gallery in Azure Synapse Studio includes industry-proven database schema templates, including one for retail."
+    - content: "Start with an empty database and create a normalized schema."
+      isCorrect: false
+      explanation: "Incorrect. While this approach would work, it's more efficient to start from a template."
+  - content: "You have Parquet files in an existing data lake folder for which you want to create a table in a lake database. What should you do?"
+    choices:
+    - content: "Use a CREATE EXTERNAL TABLE AS SELECT (CETAS) query to create the table."
+      isCorrect: false
+      explanation: "Incorrect. A CETAS statement will move the data and create a table based on the new location."
+    - content: "Convert the files in the folder to CSV format."
+      isCorrect: false
+      explanation: "Incorrect. You can create lake database tables from Parquet files."
+    - content: "Use the database designer to create a table based on the existing folder."
+      isCorrect: true
+      explanation: "Correct. You can add a table to a database from existing files."

learn-pr/wwl-data-ai/create-metadata-objects-azure-synapse-serverless-sql-pools/8-summary.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.summary
-title: Summary
-metadata:
-  title: Summary
-  description: "Summary"
-  ms.date: 07/25/2024
-  author: wwlpublish
-  ms.author: jamesh
-  ms.topic: unit
-azureSandbox: false
-labModal: false
-durationInMinutes: 1
-content: |
-  [!include[](includes/8-summary.md)]
+### YamlMime:ModuleUnit
+uid: learn.wwl.create-metadata-objects-azure-synapse-serverless-sql-pools.summary
+title: Summary
+metadata:
+  title: Summary
+  description: "Summary"
+  ms.date: 04/30/2025
+  author: wwlpublish
+  ms.author: jamesh
+  ms.topic: unit
+azureSandbox: false
+labModal: false
+durationInMinutes: 1
+content: |
+  [!include[](includes/8-summary.md)]