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Analyze data in PostgreSQL with aggregate functions and grouping. Learn COUNT, SUM, AVG, and filter results using GROUP BY and HAVING.

Units in this learning path:

• Introduction
• Sample Database Overview
• Aggregate Functions
• Group by Having
• Summary

Products: Azure Database Postgresql

Roles: Database Administrator, Developer

Level: Beginner

Subjects: Databases

Duration: 15 minutes

This credential earner has applied technical knowledge of supervised learning techniques such as classification and regression algorithms. This individual has the knowledge to apply various supervised learning techniques to real-world problems and effectively assess the performance of machine learning models. The learner is also familiar with the skills required for success in a related job role.

Math Progress in Microsoft Teams helps learners build math skills while helping educators track progress and save time for active instruction.

Units in this learning path:

• Introduction
• Get Started Math Progress
• Create Math Progress Assignment Teams
• Learner Submission Math Progress Assignment
• Educator Review Math Progress Assignment
• Learner Review Math Progress Assignment
• Insights Analytics Math Progress Teams
• Knowledge Check
• Summary

Products: Office Teams, M365 Education

Roles: K 12 Educator, Higher Ed Educator

Level: Beginner

Duration: 60 minutes

Instructional leaders use Microsoft 365 to support learning environments with data analysis, differentiated learning, and educator feedback.

Units in this learning path:

• Introduction
• Data Analysis
• Faculty Development
• Realtime Feedback
• Improve Student Achievement
• Equitable Opportunities
• Knowledge Check
• Summary

Products: Office Forms, Office Teams, Office 365

Roles: K 12 Educator, School Leader

Level: Intermediate

Duration: 34 minutes

Learn to use AI tools to simplify and translate educational communications, ensuring inclusivity and accessibility for diverse families.

Units in this learning path:

• Introduction
• Translate Simplify Written Communication
• Make Live Meetings Accessible
• Offer Flexible Engagement Options
• Reflection Exercise
• Knowledge Check
• Summary

Products: M365, Microsoft 365 Copilot, Office Teams, Office Powerpoint, Office Word

Roles: K 12 Educator, School Leader

Level: Beginner

Subjects: Artificial Intelligence, Generative AI

Duration: 21 minutes

Reading Progress in Microsoft Teams helps learners build reading fluency while allowing educators to easily track progress and save time for active instruction.

Units in this learning path:

• Introduction
• Why Fluency Matters
• Create Reading Progress Assignment Teams
• Learner View Reading Progress Assignment
• Educator Review Reading Progress Assignment
• Educator Manual Review Reading Progress Assignment
• Learner Resubmission of Reading Progress Assignments
• Insights and Analytics in Reading Progress in Teams
• View the Big Picture
• Knowledge Check
• Summary

Products: Office Teams, M365 Education

Roles: K 12 Educator, School Leader

Level: Beginner

Duration: 60 minutes

Learn practical ways to introduce social and emotional learning using Microsoft tools such as Minecraft to augment and enhance learning.

Units in this learning path:

• Introduction
• Engage Module
• Social Emotional Learning
• Minecraft Education Edition
• Teams
• Onenote
• Sway
• Reflect App
• Knowledge Check
• Summary

Products: Office Teams, Office Onenote, M365 Education, Minecraft

Roles: K 12 Educator

Level: Beginner

Duration: 51 minutes

Use Microsoft MakeCode Arcade in both computer science courses and noncomputer science courses to support student learning outcomes.

Units in this learning path:

• Introduction
• Use Makecode Arcade Elearning Platforms
• Use Makecode Arcade Teach Coding Computer Science Concepts
• Integrate Skillmaps Core Content Areas
• Resources
• Project Ideas
• Knowledge Check
• Summary

Products: Makecode

Roles: K 12 Educator

Level: Beginner

Duration: 35 minutes

In this module, you'll learn about Surface Pro for Business with Snapdragon® X Elite and Plus processors.

Units in this learning path:

• Introduction
• Overview Copilot Plus PC
• Future AI Computing
• Data Privacy and Control
• Optimize Critical Software
• Knowledge Check
• Summary

Products: Surface

Roles: Business Owner, Business User, Administrator, Technology Manager

Level: Beginner

Duration: 19 minutes

This Learning Path introduces Surface for Business solutions and how they help organizations thrive. Learn about the latest Surface for Business devices, how to choose the right models for different roles, modernizing confidently after Windows 10 end of support, and planning and managing deployment. This path is deal for IT decision makers, IT administrators, and business leaders guiding device strategy and rollout.

Modules in this learning path:

• Introduction to Surface Laptop 13 Inch
• Surface Business Snapdragon
• Introduction to Surface Pro 12 Inch
• Introduction to Surface Pro 13 Intel
• Introduction to Surface Laptop Business
• Introduction to Surface Laptop Business Intel
• Choose Best Surface Business
• Plan Manage Surface Business
• Modernize Surface Windows 10 End of Support

Products: Surface

Roles: Administrator, Business Owner, Business User, Technology Manager

Level: Beginner

Duration: 227 minutes

Survey the Components of Azure Synapse Analytics

Units in this learning path:

• Introduction
• Create Workspace
• Exercise Create Manage Workspace
• Describe SQL
• Explain Apache Spark Snalytics
• Exercise Create Pools
• Orchestrate Data Integration with Pipelines
• Exercise Identifying Pipeline Components
• Visualize Your Analytics with Power Bi
• Understand Hybrid Transactional Analytical Processing with Link
• Knowledge Check
• Summary

Products: Azure Synapse Analytics

Roles: Data Engineer

Level: Beginner

Subjects: Cloud Computing

Duration: 65 minutes

This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some…