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

Products: Azure SQL Database, SQL Server, AI Services

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: AI Services, 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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Microsoft

Implement API Management

Learn how the API Management service functions, how to transform and secure APIs, and how to create a backend API.

Modules in this learning path:

• Explore API Management

Products: Azure API Management

Roles: Developer

Level: Intermediate

Duration: 47 minutes

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Microsoft

Implement Adaptive Protection in Insider Risk Management

chart-line-duotone-light-full Data Science
Understand how Adaptive Protection applies machine learning to assess user risk and automatically enforce the right level of security controls. By dynamically assigning Data loss prevention, Data lifecycle management, and Conditional Access policies, it strengthens data security while reducing unnecessary alerts and manual intervention.

Units in this learning path:

• Introduction
• Overview
• Risk Levels
• Configure Adaptive Protection
• Manage Adaptive Protection
• Summary Knowledge Check

Products: Microsoft Purview, M365, Office 365

Roles: Administrator

Level: Intermediate

Subjects: Data Management, Insider Risk, Threat Protection

Duration: 37 minutes

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Microsoft

Implement Advanced Security and Data Management in Unity Catalog

Implement Advanced Security and Data Management in Unity Catalog

Units in this learning path:

• Introduction
• Understand Fine Grained Access Control
• Implement Row Filtering Column Masking
• Exercise Secure Data Access
• Understand Lakehouse Monitoring
• Implement Lakehouse Monitoring
• Interpret Data Quality Dashboard
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer, Administrator

Level: Intermediate

Duration: 83 minutes

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Microsoft

Implement Azure App Configuration

shield-halved-duotone-light-full Cyber Security
Learn how to use Azure App Configuration service to centrally manage and secure your configuration settings, and to manage app features.

Units in this learning path:

• Introduction
• Explore Service
• Create Paired Keys Values
• Manage Application Features
• Secure Data
• Retrieve Configuration Settings
• Knowledge Check
• Summary

Products: Azure App Configuration

Roles: Developer

Level: Intermediate

Subjects: Security

Duration: 36 minutes

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