Merge pull request #1087 from HeidiSteen/heidist-fresh

Updates to training module page

Author: JamesJBarnett

articles/search/resource-training.md

@@ -7,20 +7,43 @@ manager: nitinme
 ms.author: heidist
 ms.service: azure-ai-search
 ms.topic: conceptual
-ms.date: 05/22/2024
+ms.date: 10/28/2024
 ---
 
 # Training - Azure AI Search
 
 Training modules deliver an end-to-end experience that helps you build skills and develop insights while working through a progression of exercises. Visit the following links to begin learning with prepared lessons from Microsoft and other training providers.
 
-+ [Fundamentals of Knowledge Mining and Azure AI Search](/training/modules/intro-to-azure-search/)
+## Learning paths
+
+Learning paths are a collection of training modules that are organized around specific roles (like developer) or technologies (like Azure AI Search). Azure AI Search is covered in two learning paths.
+
++ [Microsoft Azure AI Fundamentals: Document Intelligence and Knowledge Mining](/training/paths/document-intelligence-knowledge-mining/) includes two modules: [Fundamentals of Azure AI Search and knowledge mining](/training/modules/intro-to-azure-search/) and [Fundamentals of Azure AI Document Intelligence](/training/modules/analyze-receipts-form-recognizer/). Choose this learning path to broaden your understanding of when to use each technology.
+
++ [Implement knowledge mining with Azure AI Search](/training/paths/implement-knowledge-mining-azure-cognitive-search/) includes eight modules that teach important skills. Choose this learning path to gain expertise in Azure AI Search.
+
+## Modules
+
+| Module | Learning path |
+|--------|---------------|
+[Fundamentals of Knowledge Mining and Azure AI Search](/training/modules/intro-to-azure-search/) | [Microsoft Azure AI Fundamentals:](/training/paths/document-intelligence-knowledge-mining/) |
+| [Create an Azure AI Search solution](/training/modules/create-azure-cognitive-search-solution/) | [Implement knowledge mining](/training/paths/implement-knowledge-mining-azure-cognitive-search/) |
+| [Create a custom skill for Azure AI Search](/training/modules/create-azure-ai-custom-skill/) | [Implement knowledge mining](/training/paths/implement-knowledge-mining-azure-cognitive-search/) |
+| [Build an Azure Machine Learning custom skill for Azure AI Search](/training/modules/build-azure-machine-learn-custom-skill-for-azure-cognitive-search/) | |
+| [Enrich your data with Azure AI Language](/training/modules/enrich-search-index-using-language-studio/) | |
+| [Create a knowledge store with Azure AI Search](/training/modules/create-knowledge-store-azure-cognitive-search/) | [Implement knowledge mining](/training/paths/implement-knowledge-mining-azure-cognitive-search/) |
+| [Implement advanced search features in Azure AI Search](/training/modules/implement-advanced-search-features-azure-cognitive-search/)| [Implement knowledge mining](/training/paths/implement-knowledge-mining-azure-cognitive-search/) |
+| [Search data outside the Azure platform in Azure AI Search using Azure Data Factory](/training/modules/search-data-outside-azure-platform-cognitive-search/) | [Implement knowledge mining](/training/paths/implement-knowledge-mining-azure-cognitive-search/) |
+| [Perform vector search and retrieval in Azure AI Search](/training/modules/improve-search-results-vector-search/) | [Implement knowledge mining](/training/paths/implement-knowledge-mining-azure-cognitive-search/) |
+| [Perform search reranking with semantic ranking in Azure AI Search](/training/modules/use-semantic-search/) | [Implement knowledge mining](/training/paths/implement-knowledge-mining-azure-cognitive-search/) |
+| [Maintain an Azure AI Search solution](/training/modules/maintain-azure-cognitive-search-solution/) | [Implement knowledge mining](/training/paths/implement-knowledge-mining-azure-cognitive-search/) |
+
+## RAG-centric modules
+
 + [Build a RAG-based copilot solution with your own data using Azure AI Studio](/training/modules/build-copilot-ai-studio/)
-+ [Create a custom skill for Azure AI Search](/training/modules/create-enrichment-pipeline-azure-cognitive-search/)
 + [Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service](/training/modules/use-own-data-azure-openai/)
-+ [Implement knowledge mining with Azure AI Search (Microsoft)](/training/paths/implement-knowledge-mining-azure-cognitive-search/)
-+ [Implement advanced search features in Azure AI Search](/training/modules/implement-advanced-search-features-azure-cognitive-search/)
-+ [Perform vector search and retrieval in Azure AI Search](/training/modules/improve-search-results-vector-search/)
-+ [Perform search re-ranking with semantic ranking in Azure AI Search](/training/modules/use-semantic-search/)
+
+## Pluralsight training
+
 + [Add search to apps (Pluralsight)](https://www.pluralsight.com/courses/azure-adding-search-abilities-apps)
 + [Developer course (Pluralsight)](https://www.pluralsight.com/courses/microsoft-azure-textual-content-search-enabling)