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Learn how you can interact with the Azure Machine Learning workspace. You can use the Azure Machine Learning studio, the Python SDK (v2), or the Azure CLI (v2).

Units in this learning path:

• Introduction
• Explore Studio
• Explore Python Sdk
• Explore Cli
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 57 minutes

This module explains the benefits of using encryption to protect drives and files against unauthorized access.

Units in this learning path:

• Introduction
• Examine Bitlocker
• Evaluate Bitlocker Tpms
• Recover Bitlocker Encrypted Drive
• Assess Encrypting Files System
• Knowledge Check
• Summary

Products: Windows

Roles: Administrator

Level: Beginner

Subjects: Device Management

Duration: 19 minutes

Finance and operations apps are customized by using extensions, which let you add functionality to model elements and source code in the Application Object Tree (AOT) by using Visual Studio.

Units in this learning path:

• 1 Introduction
• 2 Models
• Assess Extensibility
• 3 Extension Points
• 4 Develop Code
• Pre Event Post Event Handlers
• Sysoperationsandbox Framework
• Workflow Framework
• 5 Exercise
• 6 Check
• 7 Summary

Products: Dynamics 365, Dynamics Finance, Dynamics Scm

Roles: Developer, Solution Architect

Level: Intermediate

Subjects: Custom App Development

Duration: 99 minutes

Explore the distinctions between finance and operations apps and Dataverse, including key concepts like company concept and security model.

Units in this learning path:

• Introduction
• Company Concept
• Security Model
• Technology Approach
• Check
• Summary

Products: Dynamics 365, Dynamics Finance

Roles: Solution Architect, Administrator, Developer

Level: Intermediate

Subjects: Cross Development, Architecture

Duration: 36 minutes

This content is a part of Explore fundamental relational data concepts.

Units in this learning path:

• Introduction
• Relational Data
• Understand Normalization
• Explore SQL
• Describe Database Objects
• Knowledge Check
• Summary

Products: Azure

Roles: Data Analyst, Data Engineer, Database Administrator, Developer, Student

Level: Beginner

Subjects: Data Analytics

Duration: 44 minutes

Explore the features and capabilities of Azure Cosmos DB, Identify supported APIs, and interact with a Cosmos DB database.

Units in this learning path:

• Introduction
• Azure Cosmos Db
• Azure Cosmos Db Apis
• Exercise Azure Cosmos Db
• Knowledge Check
• Summary

Products: Azure

Roles: Data Analyst, Data Engineer, Database Administrator, Developer, Student

Level: Beginner

Subjects: Databases

Duration: 38 minutes

Learn the fundamental principles of analytical data modeling and data visualization, using Microsoft Power BI as a platform to explore these principles in action.

Units in this learning path:

• Introduction
• Describe Power Bi Tools Workflow
• Describe Core Concepts Modeling
• Describe Considerations for
• Exercise Visualize Data Power Bi
• Knowledge Check
• Summary

Products: Azure, Power Bi

Roles: Administrator, Business User, Data Engineer, Database Administrator

Level: Beginner

Subjects: Data Visualization

Duration: 38 minutes

Organizations use analytics platforms to build large scale data analytics solutions that generate insights and drive success. Microsoft provides multiple technologies that you can combine to build a large scale data analytics solution.

Units in this learning path:

• Introduction
• Describe Warehousing
• Explore Ingestion Pipelines
• Analytical Stores
• Exercise Data Analytics Fabric
• Exercise Explore Azure Data Services Azure Portal
• Summary

Products: Azure

Roles: Data Engineer, Solution Architect, Student

Level: Beginner

Subjects: Data Storage

Duration: 51 minutes

Learn about the basics of stream processing, and the services in Microsoft Azure that you can use to implement real-time analytics solutions.

Units in this learning path:

• Introduction
• Understand Batch
• Explore Common Elements Architecture
• Explore Fabric Rti
• Explore Apache Spark Microsoft Azure
• Exercise Real Time Intelligence
• Knowledge Check
• Summary

Products: Azure

Roles: Administrator, Business User, Data Engineer

Level: Beginner

Subjects: Data Analytics

Duration: 38 minutes

This module explores using the Azure Governance collection of concepts and services that are designed to enable management of Azure resources at scale. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.

Units in this learning path:

• Introduction
• Resource Manager
• Examine Azure Resource Manager Templates
• Resource Manager Template Structure Schema
• Examine Role Based Access Control
• Organize Azure Resources Tags
• Policy
• Explore Management Groups
• Automation
• Explore Security Compliance Services
• Knowledge Check
• Summary

Products: Azure

Roles: Administrator, Solution Architect

Level: Advanced

Subjects: Information Protection Governance

Duration: 54 minutes

Learn how to deploy and use healthcare data solutions in Microsoft Fabric.

Modules in this learning path:

• Healthcare Sample Data Ingestion
• Healthcare Fhir Data Ingestion
• Healthcare Dicom Ingestion
• Healthcare Omop Transformations
• Healthcare Sdoh Transformations
• Healthcare Claims Transformations
• Healthcare Data Preparation
• Healthcare Care Management Analytics

Products: Industry Solutions, Mscloud Healthcare

Roles: Business User, Functional Consultant, Developer

Level: Intermediate, Advanced

Subjects: Business Applications

Duration: 352 minutes

This module covers a wide view of the definition and available services for identity provided in the Microsoft Entra ID. Start with the basics of authentication, authorization, and access tokens. After building a firm foundation of what an identity is, why it's important. Then we move into governance and lifecycle management of your identities and identity solutions. The final topic opens up the term Zero Trust to see how it should be applied to your identity solutions.

Units in this learning path:

• Introduction
• Explain Identity Landscape
• Explore Zero Trust Identity
• Discuss Identity As Control Plane
• Explore Why We Have Identity
• Define Identity Administration
• Contrast Decentralized Identity Central Identity Systems
• Discuss Identity Management Solutions
• Explain Business to Business
• Compare Microsoft Identity Providers
• Define Identity Licensing
• Explore Authentication
• Discuss Authorization
• Explain Auditing Identity
• Knowledge Check
• Summary

Products: Azure, Entra, Entra Verified Id, Entra External Id, Entra Id

Roles: Administrator, Identity Access Admin, Security Engineer

Level: Intermediate

Subjects: Architecture, Identity Access, Security

Duration: 48 minutes