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Microsoft

Identify key hardware and IT infrastructure components of datacenters

In this module, we'll dive into the essential hardware and IT infrastructure that power datacenters. You'll learn about the different types of servers and their components, as well as various storage options like SAN, NAS, and object storage. We explore the network infrastructure inside a datacenter, including key components like switches, routers, and firewalls, along with how external connectivity is managed. Additionally, you discover the important IT apparatus such as racks and enclosures and application delivery controllers that help optimize performance and organization within the datacenter. By the end, you have a solid understanding of the hardware that supports the data storage, processing, and networking needs of a modern datacenter.

Units in this learning path:

• Introduction
• Servers Storage Systems
• Network Infrastructure
• It Apparatus Inside Datacenter
• Check
• Summary

Products: Azure

Roles: Business User, Data Engineer, Developer, Higher Ed Educator, School Leader, Student

Level: Beginner

Duration: 26 minutes

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Microsoft

Identify key phrases with AI Builder

sparkles-duotone-light-full Artificial Intelligence
Explore the AI Builder Key phrase extraction model and learn how to use it with other Microsoft Power Platform products.

Units in this learning path:

• 1 Intro Key Phrase Extraction
• 2 Business Problems Solved
• 3 Exercise
• 3a Check
• 4 Summary

Products: AI Builder, Power Platform, Power Automate

Roles: Business User, Maker

Level: Beginner

Subjects: Artificial Intelligence

Duration: 25 minutes

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Microsoft

Identify security risks by using Cloud Security Posture Management

shield-halved-duotone-light-full Cyber Security
Learn to use Cloud Security Posture Management (CSPM) in Microsoft Defender for Cloud to identify, prioritize, and trace security risks across Azure cloud and AI workloads — including attack path analysis and proactive risk hunting.

Units in this learning path:

• Introduction
• Explore Plans Posture Visibility
• Analyze Security Recommendations Risk Prioritization
• Identify Attack Paths Choke Points
• Hunt Risks Cloud Security Explorer
• Knowledge Check
• Summary

Products: Defender For Cloud, Azure

Roles: Security Engineer

Level: Intermediate

Subjects: Security, Cloud Security

Duration: 35 minutes

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Microsoft

Identify security vulnerabilities in your codebase by using CodeQL

shield-halved-duotone-light-full Cyber Security
Learn how to use CodeQL to analyze the code in your GitHub repository and identify security vulnerabilities.

Units in this learning path:

• 1 Introduction
• 2 How Prepare Database Codeql
• 3 Run Codeql Database
• 4 Understand Results
• 5 Troubleshoot Your Results
• 6 Knowledge Check
• 7 Summary

Products: Github

Roles: Devops Engineer, Administrator, Developer, Student

Level: Intermediate

Subjects: Threat Protection

Duration: 33 minutes

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Microsoft

Identify technical debt

Learn how to find and manage technical debt in your code, use code quality tools, and plan effective code reviews.

Units in this learning path:

• Introduction
• Examine Code Quality
• Examine Complexity Quality Metrics
• Introduction Technical Debt
• Measure Manage Technical Debt
• Introduction to Github Advanced Security
• Integrate Other Code Quality Tools
• Plan Effective Code Reviews
• Knowledge Check
• Summary

Products: Azure, Azure Artifacts, Azure Boards, Azure Cloud Services, Azure Devops, Azure Pipelines, Azure Repos, Azure Test Plans, Github

Roles: Administrator, AI Engineer, Data Engineer, Developer, Devops Engineer, Platform Engineer, Security Engineer, Security Operations Analyst, Service Adoption Specialist, Solution Architect, Startup Founder, Technology Manager

Level: Advanced

Subjects: Devops

Duration: 28 minutes

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Microsoft

Identify the language of text with AI Builder

sparkles-duotone-light-full Artificial Intelligence
Explore AI Builder Language detection and learn how to use it with other Microsoft Power Platform products.

Units in this learning path:

• 1 Intro to Language Detection
• 2 Business Problems Solved
• 3 Exercise
• 3a Check
• 4 Summary

Products: AI Builder, Power Platform, Power Automate

Roles: Maker, Business User

Level: Beginner

Subjects: Artificial Intelligence

Duration: 28 minutes

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Microsoft

Identify threats with Behavioral Analytics

shield-halved-duotone-light-full Cyber Security
Identify threats with Behavioral Analytics

Units in this learning path:

• Introduction
• Understand User Entity Behavior Analytics
• Explore Entities
• Display Information
• Use Anomaly Detection Analytical Rule Templates
• Knowledge Check
• Summary Resources

Products: Azure, Microsoft Sentinel

Roles: Security Operations Analyst

Level: Intermediate

Subjects: Threat Protection

Duration: 30 minutes

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Microsoft

Identify vulnerabilities that ransomware can exploit

How will you know if you are a victim of ransomware? This module will cover the top ransomware families for today's threat landscape and the vectors they use to enter and infect your organization's files and systems.

Units in this learning path:

• Introduction
• Describe Threat Landscape
• Ransomware Entry Points
• Describe Ransomware Specialties
• Knowledge Check
• Summary

Products: M365

Roles: Business User

Level: Beginner

Duration: 15 minutes

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Microsoft

Implement A/B testing and progressive exposure deployment

gear-duotone-light-full Software Development
Learn A/B testing methodologies, progressive exposure strategies, and ring-based deployment architectures for data-driven feature validation and controlled rollouts.

Units in this learning path:

• Introduction
• What Ab Testing
• Explore Ci Cd Deployment Rings
• Knowledge Check
• Summary

Products: Azure, Azure Artifacts, Azure Boards, Azure Cloud Services, Azure Devops, Azure Pipelines, Azure Repos, Azure Test Plans, Github

Roles: Administrator, AI Engineer, Data Engineer, Developer, Devops Engineer, Platform Engineer, Security Engineer, Security Operations Analyst, Service Adoption Specialist, Solution Architect, Startup Founder, Technology Manager

Level: Advanced

Subjects: Devops, Architecture

Duration: 14 minutes

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Microsoft

Implement AI capabilities in database solutions

sparkles-duotone-light-full Artificial Intelligence
Learn to design intelligent search, work with models and embeddings, and build Retrieval Augmented Generation (RAG) patterns in T-SQL.

Modules in this learning path:

• Design Implement Models Embeddings with SQL
• Design Implement Intelligent Search with SQL
• Design Implement Rag with SQL

Products: Azure SQL Database, SQL Server, Foundry Tools

Roles: Developer, Data Engineer

Level: Intermediate

Subjects: Artificial Intelligence, Databases

Duration: 220 minutes

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Microsoft

Implement AI models with Microsoft Power Platform AI Builder

sparkles-duotone-light-full Artificial Intelligence
Implement AI models with Microsoft Power Platform AI Builder

Modules in this learning path:

• Get Started AI Builder Document Automation
• Get Started with Form Processing
• Use AI Builder
• Get Started with AI Builder Text Recognition
• AI Builder Prediction
• Guided Project Document Process Model Email Approval AI Builder

Products: AI Builder, Power Apps, Power Automate, Power Platform

Roles: Developer, Functional Consultant

Level: Intermediate

Subjects: Artificial Intelligence, Automation, Business Applications

Duration: 192 minutes

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Microsoft

Implement AI tools into a training environment

sparkles-duotone-light-full Artificial Intelligence
Explore the power of AI tools in education and training plans. Learn how to integrate AI tools to enhance creativity, productivity, and efficiency in your training sessions. Understand the potential and limitations of AI through real-life examples and enhance your training experience.

Units in this learning path:

• Introduction
• Elevating Training Sessions with AI Tools
• Explore the Potential and Limitations of AI Tools
• Knowledge Check
• Summary

Products: Foundry Tools, Azure Machine Learning, Azure Machine Learning Designer, M365 Apps, Azure Translator Text, Azure Translator Speech, Ms Copilot, Language Service

Roles: K 12 Educator, Business User, Higher Ed Educator, Data Engineer, School Leader

Level: Beginner

Subjects: Artificial Intelligence

Duration: 17 minutes

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