Merge branch 'main' into freshness

Author: ivorb

learn-pr/azure/intro-to-form-recognizer/1-introduction.yml

@@ -1,16 +1,16 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-form-recognizer.introduction
-title: Introduction
-metadata:
-  title: Introduction
-  description: Introduction to Azure AI Document Intelligence
-  author: laujan
-  ms.author: lajanuar
-  ms.date: 07/30/2024
-  ms.topic: unit
-  ms.collection:
-    - ce-skilling-ai-copilot
-durationInMinutes: 2
-content: |
-  [!INCLUDE[](includes/1-introduction.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-form-recognizer.introduction
+title: Introduction
+metadata:
+  title: Introduction
+  description: Introduction to Azure AI Document Intelligence.
+  author: laujan
+  ms.author: lajanuar
+  ms.date: 04/29/2025
+  ms.topic: unit
+  ms.collection:
+    - ce-skilling-ai-copilot
+durationInMinutes: 2
+content: |
+  [!INCLUDE[](includes/1-introduction.md)]
+

learn-pr/azure/intro-to-form-recognizer/2-what-is-form-recognizer.yml

@@ -1,16 +1,16 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-form-recognizer.what-is-form-recognizer
-title: What is Azure AI Document Intelligence?
-metadata:
-  title: What is Azure AI Document Intelligence?
-  description: What is Azure AI Document Intelligence?
-  author: laujan
-  ms.author: lajanuar
-  ms.date: 07/30/2024
-  ms.topic: unit
-  ms.collection:
-    - ce-skilling-ai-copilot
-durationInMinutes: 4
-content: |
-  [!INCLUDE[](includes/2-what-is-form-recognizer.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-form-recognizer.what-is-form-recognizer
+title: What is Azure AI Document Intelligence?
+metadata:
+  title: What is Azure AI Document Intelligence?
+  description: What is Azure AI Document Intelligence?
+  author: laujan
+  ms.author: lajanuar
+  ms.date: 04/29/2025
+  ms.topic: unit
+  ms.collection:
+    - ce-skilling-ai-copilot
+durationInMinutes: 4
+content: |
+  [!INCLUDE[](includes/2-what-is-form-recognizer.md)]
+

learn-pr/azure/intro-to-form-recognizer/3-how-form-recognizer-works.yml

@@ -1,16 +1,16 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-form-recognizer.how-form-recognizer-works
-title: How Azure AI Document Intelligence works
-metadata:
-  title: How Azure AI Document Intelligence works
-  description: How Azure AI Document Intelligence works
-  author: laujan
-  ms.author: lajanuar
-  ms.date: 07/30/2024
-  ms.topic: unit
-  ms.collection:
-    - ce-skilling-ai-copilot
-durationInMinutes: 5
-content: |
-  [!INCLUDE[](includes/3-how-form-recognizer-works.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-form-recognizer.how-form-recognizer-works
+title: How Azure AI Document Intelligence works
+metadata:
+  title: How Azure AI Document Intelligence works
+  description: How Azure AI Document Intelligence works
+  author: laujan
+  ms.author: lajanuar
+  ms.date: 04/29/2025
+  ms.topic: unit
+  ms.collection:
+    - ce-skilling-ai-copilot
+durationInMinutes: 5
+content: |
+  [!INCLUDE[](includes/3-how-form-recognizer-works.md)]
+

learn-pr/azure/intro-to-form-recognizer/4-when-to-use-form-recognizer.yml

@@ -1,16 +1,16 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-form-recognizer.when-to-use-form-recognizer
-title: When to use Azure AI Document Intelligence
-metadata:
-  title: When to user Azure AI Document Intelligence
-  description: When to use Azure AI Document Intelligence
-  author: laujan
-  ms.author: lajanuar
-  ms.date: 07/30/2024
-  ms.topic: unit
-  ms.collection:
-    - ce-skilling-ai-copilot
-durationInMinutes: 5
-content: |
-  [!INCLUDE[](includes/4-when-to-use-form-recognizer.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-form-recognizer.when-to-use-form-recognizer
+title: When to use Azure AI Document Intelligence
+metadata:
+  title: When to user Azure AI Document Intelligence
+  description: When to use Azure AI Document Intelligence
+  author: laujan
+  ms.author: lajanuar
+  ms.date: 04/29/2025
+  ms.topic: unit
+  ms.collection:
+    - ce-skilling-ai-copilot
+durationInMinutes: 5
+content: |
+  [!INCLUDE[](includes/4-when-to-use-form-recognizer.md)]
+

learn-pr/azure/intro-to-form-recognizer/5-use-form-recognizer.yml

@@ -1,18 +1,18 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-form-recognizer.use-form-recognizer
-title: Use Azure AI Document Intelligence
-metadata:
-  title: Use Azure AI Document Intelligence
-  description: Use Azure AI Document Intelligence
-  author: laujan
-  ms.author: lajanuar
-  ms.date: 07/30/2024
-  ms.topic: unit
-  ms.collection:
-    - ce-skilling-ai-copilot
-durationInMinutes: 10
-azureSandbox: true
-interactive: bash
-content: |
-  [!INCLUDE[](includes/5-use-form-recognizer.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-form-recognizer.use-form-recognizer
+title: Use Azure AI Document Intelligence
+metadata:
+  title: Use Azure AI Document Intelligence
+  description: Use Azure AI Document Intelligence
+  author: laujan
+  ms.author: lajanuar
+  ms.date: 04/29/2025
+  ms.topic: unit
+  ms.collection:
+    - ce-skilling-ai-copilot
+durationInMinutes: 10
+azureSandbox: true
+interactive: bash
+content: |
+  [!INCLUDE[](includes/5-use-form-recognizer.md)]
+

learn-pr/azure/intro-to-form-recognizer/6-knowledge-check.yml

@@ -1,52 +1,52 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-form-recognizer.knowledge-check
-title: Module assessment
-metadata:
-  title: Module assessment
-  description: Multiple-choice questions
-  author: laujan
-  ms.author: lajanuar
-  ms.date: 07/30/2024
-  ms.topic: unit
-  ms.collection:
-    - ce-skilling-ai-copilot
-durationInMinutes: 3
-content: |
-  [!INCLUDE[](includes/6-knowledge-check.md)]
-quiz:
-  title: Check your knowledge
-  questions:
-  - content: Azure AI Document Intelligence can analyze and extract data from what type of files?
-    choices:
-    - content: PowerPoint files and MP4 videos
-      isCorrect: false
-      explanation: Incorrect. Azure AI Document Intelligence can analyze some types of documents, but not PowerPoint files or videos.
-    - content: JPG and PNG images, and PDF and TIFF documents.
-      isCorrect: true
-      explanation: Correct. Azure AI Document Intelligence can analyze and extract data from JPG and PNG images, and PDF and TIFF documents. Including forms, tables, written and typed documents, receipts, invoices, and business cards.
-    - content: CSV files
-      isCorrect: false
-      explanation: Incorrect. Azure AI Document Intelligence doesn't parse CSV documents, but it does parse images and other document types.
-  - content: What type of data does the prebuilt Invoice Model return?
-    choices:
-    - content: CSV data, with the extracted information separated by commas.
-      isCorrect: false
-      explanation: Incorrect. Azure AI Document Intelligence uses standard JSON formatting that programming languages can readily use.
-    - content: Image data, with the extracted information highlighted by bounding boxes
-      isCorrect: false
-      explanation: Incorrect. While Azure AI Document Intelligence can return bounding box information, the data is returned in a format that programming languages can readily use.
-    - content: JSON formatting
-      isCorrect: true
-      explanation: Correct. As programming languages can readily use JSON formatting, Azure AI Document Intelligence returns the extracted information in standard JSON formatting so the data is easier to work with.
-  - content: What is a benefit of creating a custom model?
-    choices:
-    - content: Custom models can be tuned to your specific form and data needs, allowing more accurate analysis and extraction of data.
-      isCorrect: true
-      explanation: Correct. Custom models can be made with as little as five examples, and tuned to your specific needs.
-    - content: Custom models apply Optical Character Recognition (OCR), but prebuilt models don't.
-      isCorrect: false
-      explanation: Incorrect. Both custom models and prebuilt models use OCR.
-    - content: Custom models can be tuned to specific types of forms, but prebuilt models are generic models, not tuned to a specific type of form.
-      isCorrect: false
-      explanation: Incorrect. Prebuilt models can be used for invoices, receipts, IDs, and business cards.
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-form-recognizer.knowledge-check
+title: Module assessment
+metadata:
+  title: Module assessment
+  description: Multiple-choice questions
+  author: laujan
+  ms.author: lajanuar
+  ms.date: 04/29/2025
+  ms.topic: unit
+  ms.collection:
+    - ce-skilling-ai-copilot
+durationInMinutes: 3
+content: |
+  [!INCLUDE[](includes/6-knowledge-check.md)]
+quiz:
+  title: Check your knowledge
+  questions:
+  - content: Azure AI Document Intelligence can analyze and extract data from what type of files?
+    choices:
+    - content: PowerPoint files and MP4 videos
+      isCorrect: false
+      explanation: Incorrect. Azure AI Document Intelligence can analyze some types of documents, but not PowerPoint files or videos.
+    - content: JPG and PNG images, and PDF and TIFF documents.
+      isCorrect: true
+      explanation: Correct. Azure AI Document Intelligence can analyze and extract data from JPG and PNG images, and PDF and TIFF documents. Including forms, tables, written and typed documents, receipts, invoices, and business cards.
+    - content: CSV files
+      isCorrect: false
+      explanation: Incorrect. Azure AI Document Intelligence doesn't parse CSV documents, but it does parse images and other document types.
+  - content: What type of data does the prebuilt Invoice Model return?
+    choices:
+    - content: CSV data, with the extracted information separated by commas.
+      isCorrect: false
+      explanation: Incorrect. Azure AI Document Intelligence uses standard JSON formatting that programming languages can readily use.
+    - content: Image data, with the extracted information highlighted by bounding boxes
+      isCorrect: false
+      explanation: Incorrect. While Azure AI Document Intelligence can return bounding box information, the data is returned in a format that programming languages can readily use.
+    - content: JSON formatted data
+      isCorrect: true
+      explanation: Correct. As programming languages can readily use JSON formatting, Azure AI Document Intelligence returns the extracted information in standard JSON formatting so the data is easier to work with.
+  - content: What is a benefit of creating a custom model?
+    choices:
+    - content: Custom models can be tuned to your specific form and data needs, allowing more accurate analysis and extraction of data.
+      isCorrect: true
+      explanation: Correct. Custom models can be made with as little as five examples, and tuned to your specific needs.
+    - content: Custom models apply Optical Character Recognition (OCR), but prebuilt models don't.
+      isCorrect: false
+      explanation: Incorrect. Both custom models and prebuilt models use OCR.
+    - content: Custom models can be tuned to specific types of forms, but prebuilt models are generic models, not tuned to a specific type of form.
+      isCorrect: false
+      explanation: Incorrect. Prebuilt models can be used for invoices, receipts, IDs, and business cards.
+

learn-pr/azure/intro-to-form-recognizer/7-summary.yml

@@ -1,16 +1,16 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-form-recognizer.summary
-title: Summary
-metadata:
-  title: Summary
-  description: Summary
-  author: laujan
-  ms.author: lajanuar
-  ms.date: 07/30/2024
-  ms.topic: unit
-  ms.collection:
-    - ce-skilling-ai-copilot
-durationInMinutes: 2
-content: |
-  [!INCLUDE[](includes/7-summary.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-form-recognizer.summary
+title: Summary
+metadata:
+  title: Summary
+  description: Summary
+  author: laujan
+  ms.author: lajanuar
+  ms.date: 04/29/2025
+  ms.topic: unit
+  ms.collection:
+    - ce-skilling-ai-copilot
+durationInMinutes: 2
+content: |
+  [!INCLUDE[](includes/7-summary.md)]
+

learn-pr/azure/intro-to-form-recognizer/includes/1-introduction.md

@@ -2,7 +2,7 @@ Azure AI Document Intelligence is a cloud-based service that uses machine learni
 
 Document Intelligence can be integrated into applications via programming language SDKs or the REST API. You can also enhance existing workflows with unstructured data from paper-based or digital document images. Historically, this functionality required manual extraction or custom machine learning systems.
 
-Document Intelligence can be tailored to specific content using custom forms or by inputting data using built-in templates allowing for secure and accurate data extraction. Document Intelligence enables your  organization to effectively manage the velocity at which data is collected and processed and is key to improved operations, informed data-driven decisions, and enlightened innovation.
+Document Intelligence can be tailored to specific content by using custom forms or by inputting data using built-in templates. Both methods allow for secure and accurate data extraction. Document Intelligence enables your organization to effectively manage the velocity at which data is collected and processed and is key to improved operations, informed data-driven decisions, and enlightened innovation.
 
 ## Prerequisites
 
@@ -15,4 +15,3 @@ In this module, you will:
 - Assess the benefits of Document Intelligence.
 - Describe what Document Intelligence offers.
 - Define scenarios where Document Intelligence can be applied.
-

learn-pr/azure/intro-to-form-recognizer/includes/2-what-is-form-recognizer.md

@@ -10,7 +10,7 @@ Document Intelligence Layout API can extract text, selection marks, and table st
 
 ## Prebuilt models
 
-Document Intelligence prebuilt models are available for more than 15. Here, we review four models: invoice, receipt, identification, and business card.
+Azure AI Document Intelligence offers a wide variety of prebuilt models. Here, we review four models: invoice, receipt, identification, and business card.
 
 ### Prebuilt invoice model
 
@@ -34,7 +34,7 @@ The prebuilt ID document model extracts data from worldwide passports, Drivers'
 
 ### Prebuilt business card model
 
-The business card model extracts key information from printed business cards and returns a structured JSON data representation. Extracted information includes first name, last name, company name, email address, and phone number.  Business card data extraction is a common image processing scenario within enterprise systems.
+The business card model extracts key information from printed business cards and returns a structured JSON data representation. Extracted information includes first name, last name, company name, email address, and phone number. Business card data extraction is a common image processing scenario within enterprise systems.
 
 ![Prebuilt business card example.](../media/overview-business-card.jpeg)
 

learn-pr/azure/intro-to-form-recognizer/includes/3-how-form-recognizer-works.md

@@ -1,4 +1,4 @@
-To use Azure AI Document Intelligence, you need an Azure subscription (you can create for free) and a Document Intelligence resource. You can get both from the Azure portal. You need the key and endpoint from the resource to connect your application to the Document Intelligence API. Document Intelligence client library SDKs are available for the following programming languages and platforms:
+To use Azure AI Document Intelligence, you need an Azure subscription (you can [create one for free](https://azure.microsoft.com/free/)) and a Document Intelligence resource. You can get both from the Azure portal. You need the key and endpoint from the resource to connect your application to the Document Intelligence API. Document Intelligence client library Software Development Kits (SDKs) are available for the following programming languages and platforms:
 
 - C#/.NET
 - Python