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This module guides you through implementing data security with Microsoft Purview to enhance data protection and comply with data loss prevention standards within your organization.

Units in this learning path:

• Introduction
• Configure Environment
• Create Sensitive Info Type
• Create Sensitivity Label
• Create Data Loss Prevention Policy
• Summary

Products: M365, Microsoft Purview

Roles: Administrator, Auditor

Level: Intermediate

Subjects: Data Management, Threat Protection

Duration: 64 minutes

Implement integrated cache in Azure Cosmos DB for NoSQL

Units in this learning path:

• Introduction
• Review Workloads That Benefit from Cache
• Enable Integrated Cache
• Configure Cache Staleness
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Databases

Duration: 24 minutes

Learn how to work with operational databases in Microsoft Fabric.

Modules in this learning path:

• Get Started SQL Database Microsoft Fabric
• Get Started with Graphql Microsoft Fabric
• Use Data Factory Pipelines Fabric

Products: Azure SQL Database, Fabric

Roles: Developer, Data Engineer, Solution Architect

Level: Intermediate

Subjects: Databases, App Development, Artificial Intelligence

Duration: 213 minutes

Learn how to implement views, stored procedures, functions, and triggers in SQL Server to encapsulate logic, improve code reusability, and enforce business rules.

Units in this learning path:

• Introduction
• Create Views
• Create Stored Procedures
• Create Scalar Functions
• Create Table Valued Functions
• Create Triggers
• Choosing When to Use Each Programmability Object
• Exercise Implement Programmability Objects
• Knowledge Check
• Summary

Products: SQL Server, Azure SQL Database, Azure SQL Managed Instance, Fabric

Roles: Data Engineer, Database Administrator, Developer, Solution Architect

Level: Intermediate

Subjects: Databases, Data Management, Data Engineering, Cloud Computing, App Development

Duration: 90 minutes

This module guides you through implementing data compliance and governance using Microsoft Purview, ensuring your organization meets regulatory requirements and manages data effectively.

Units in this learning path:

• Introduction
• Create Retention Policy
• Create Retention Label
• Search Ediscovery
• Create Communication Compliance Policy
• Summary

Products: M365, Microsoft Purview

Roles: Administrator, Auditor

Level: Intermediate

Subjects: Data Management, Threat Protection

Duration: 64 minutes

Integrate with finance and operations apps using REST API data packages, import/export APIs, check status, and create wrapper classes in C# and X++.

Units in this learning path:

• 1 Introduction
• 2 API
• 3 Status
• 4 Entity
• 5 Wrapper Class
• Wrapper Class C Sharp
• 6 Check
• 7 Summary

Products: Dynamics 365, Dynamics Finance, Dynamics Scm

Roles: Developer

Level: Advanced

Subjects: Data Management, Custom App Development

Duration: 51 minutes

Do you want to understand how data flows in Business Central? This module provides an overview of how data flows within the application so you can develop solutions efficiently.

Units in this learning path:

• 1 Introduction
• 2 Standard Data Model
• 3 Typical Data Triggers
• 4 Standard Data Flow
• 5 Check
• 6 Summary

Products: Dynamics 365, Dynamics Business Central

Roles: Developer

Level: Intermediate

Subjects: Data Modeling, Process Workflow

Duration: 37 minutes

Implement vCore-based Azure Cosmos DB for MongoDB.

Units in this learning path:

• Introduction
• Explore Features
• Create Cluster
• Exercise Deploy Cluster
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Databases

Duration: 33 minutes

Learn how to implement vector search capabilities in Azure Cosmos DB for NoSQL to build AI applications that perform semantic similarity queries.

Units in this learning path:

• Introduction
• Store Retrieve Embeddings
• Execute Vector Similarity Queries
• Combine Vector Metadata Filtering
• Change Feed Trigger Embedding Refresh
• Exercise Build Semantic Search
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Databases, Artificial Intelligence

Duration: 84 minutes

Learn how to implement vector search in Azure Database for PostgreSQL using the pgvector extension for semantic search, recommendations, and RAG pipelines.

Units in this learning path:

• Introduction
• Store Query Embeddings Pgvector
• Perform Fast Vector Similarity Search
• Manage Index Lifecycle Embedding Updates
• Run Vector Similarity Search Semantic Retrieval
• Implement Retrieval Patterns Rag Pipelines
• Exercise Implement Vector Search
• Knowledge Check
• Summary

Products: Azure Database Postgresql

Roles: Developer

Level: Intermediate

Subjects: Databases, Artificial Intelligence

Duration: 94 minutes

Learn how organizations should choose to implement security and governance.

Units in this learning path:

• 1 Introduction
• 2 Prerequisites
• 3 Default
• 4 Implement
• 5 Customer Experience
• 6 Directional Data
• 8 Http
• 9 Exercise
• 10 Check
• 11 Summary

Products: Power Automate, Power Platform, Power Apps

Roles: Administrator, Functional Consultant

Level: Intermediate

Subjects: Data Management

Duration: 54 minutes

Discover the basics of using solutions with cloud flows, including manual and automated options, benefits, and import/export procedures.

Units in this learning path:

• Introduction
• Connection References
• Environment Variable Basics
• Transport Solutions
• Exercise
• Check
• Summary

Products: Power Platform, Power Automate, Dataverse

Roles: Maker, Functional Consultant

Level: Beginner

Subjects: Data Management

Duration: 48 minutes