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Design machine learning operations MLOps solution with Azure Machine Learning Python SDK v2.

Units in this learning path:

• Introduction
• Explore Machine Learning Operations Solution Architecture
• Design Monitoring
• Design Retraining
• Case Study
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 36 minutes

Design a machine learning solution with Azure Machine Learning v2

Modules in this learning path:

• Design Data Ingestion Strategy for Machine Learning Projects
• Design Machine Learning Model Training Solution
• Design Model Deployment Solution
• Design Machine Learning Operations Solution

Products: Foundry Tools, Azure Databricks, Azure Devops, Azure Machine Learning, Azure Synapse Analytics, Github

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 162 minutes

Design a model deployment solution with Azure Machine Learning Python SDK v2

Units in this learning path:

• Introduction
• Understand How Model Consumed
• Decide Real Time Batch Deployment
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Artificial Intelligence, Machine Learning

Duration: 27 minutes

This module demonstrates how Viva Glint helps organizations design a people-centric measurement strategy through our validated taxonomy of measures and robust benchmarks.

Units in this learning path:

• How Measure What Matters
• What Viva Glint People Success Taxonomy
• What Viva Glint Benchmarks
• Knowledge Check
• Summary

Products: Viva, M365, Viva Glint

Roles: Administrator

Level: Beginner

Subjects: Employee Engagement, Business Applications

Duration: 31 minutes

Ensure that your program's unique selling points focus on the benefits of implementing certifications, and discover the support available through the Microsoft Learn for Educators program.

Units in this learning path:

• Introduction
• Explore Shared Goals
• Describe Certification Selling Points
• Understand Co Branding
• Knowledge Check
• Summary

Products: Azure

Roles: Student, Developer, Higher Ed Educator, School Leader

Level: Beginner

Subjects: Marketing Sales

Duration: 15 minutes

You learn about common cyberthreats like ransomware and what kinds of attack patterns an organization must be prepared for.

Units in this learning path:

• Introduction
• Common Cyberthreats Attack Patterns
• Support Business Resiliency
• Ransomware Protection
• Configurations Secure Backup Restore
• Security Updates
• Knowledge Check
• Summary

Products: Azure, Defender For Cloud, Defender For Cloud Apps, Defender Identity, Microsoft Sentinel

Roles: Security Engineer, Solution Architect

Level: Advanced

Subjects: Security, Cloud Security

Duration: 49 minutes

You learn how to select appropriate backup solutions for Azure workloads. You also learn how to select appropriate disaster recovery options for these workloads. 

Units in this learning path:

• Introduction
• Design Recovery
• Design for Azure Backup
• Design for Azure Blob Backup Recovery
• Design for Azure Files Backup Recovery
• Design for Azure Virtual Machine Backup Recovery
• Design for Azure SQL Backup Recovery
• Design for Azure Site Recovery
• Knowledge Check
• Summary Resources

Products: Azure Backup, Azure Site Recovery

Roles: Solution Architect

Level: Advanced

Subjects: Site Reliability Engineering

Duration: 47 minutes

Design a solution to log and monitor Azure resources

Units in this learning path:

• Introduction
• Design for Azure Monitor Data Sources
• Design for Log Analytics
• Design for Azure Workbooks Insights
• Design for Azure Data Explorer
• Knowledge Check
• Summand Resources

Products: Azure, Azure Data Explorer, Azure Monitor

Roles: Solution Architect

Level: Advanced

Subjects: Architecture

Duration: 26 minutes

Learn how to design a successful virtual event using Microsoft 365.

Units in this learning path:

• Introduction
• Move from Real Meetings Virtual Meetings
• Manage Your Virtual Event for Accessibility
• Select Right Event Experience
• It Readiness
• Learn from Your Virtual Event for Future
• Knowledge Check
• Summary

Products: Office Teams, Viva Engage

Roles: Business User, Administrator

Level: Intermediate

Subjects: Remote Hybrid Work, Communication, Collaboration

Duration: 31 minutes

Learn to design and configure agent conversations and responses using topics in Microsoft Copilot Studio. This learning path covers foundational topic authoring, delivering rich Adaptive Card responses, integrating topics with tools and agent flows, and generating AI-powered answers using generative answers nodes and custom prompts.

Modules in this learning path:

• Deliver Rich Agent Responses Adaptive Cards Copilot Studio
• Take Action Agent Conversations Topics Tools Copilot Studio
• Generate AI Powered Responses Generative Answers Copilot Studio

Products: Microsoft Copilot Studio

Roles: Maker

Level: Intermediate

Subjects: Artificial Intelligence, Automation, Chatbots

Duration: 137 minutes

This module you're introduced topics, a conversation between a user and an agent, and how to create them.

Units in this learning path:

• Topics Introduction
• Topics Overview
• Topics Create
• Topics Nodes
• Topics Branch
• Topics Manage
• Entities
• Variables
• Topics System
• Topics Voice
• Check
• Summary

Products: Microsoft Copilot Studio, Dynamics Contact Center

Roles: Maker, Functional Consultant, Developer

Level: Beginner, Intermediate

Subjects: Chatbots

Duration: 106 minutes

Design an Azure Cosmos DB for MongoDB database

Units in this learning path:

• Introduction
• Models Shard Keys
• Mongodb API Indexes
• Aggregation Pipeline Queries
• Exercise Indexes and Aggregation Pipelines
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Databases

Duration: 50 minutes