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This module explores fundamental concepts in artificial intelligence (AI) and machine learning.

Units in this learning path:

• Introduction
• What Is Artificial Intelligence
• Foundational Concepts of AI
• What Is Machine Learning
• Types of Machine Learning
• An Application of Machine Learning
• How Are AI and Machine Learning Connected
• What Is Deep Learning
• How Are Machine Learning and Neural Networks Connected
• Knowledge Check
• Summary

Products: AI Services, Azure Machine Learning, Azure Machine Learning Designer, M365 Apps

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

Level: Beginner

Subjects: Artificial Intelligence

Duration: 33 minutes

In this module, you'll learn about new Windows experiences on Windows 11 Pro and Copilot+ PCs.

Units in this learning path:

• Introduction
• Drive Productivity
• Innovative New Features
• Support Creativity
• Accomplish More
• Windows 11 Experiences
• Independent Software Vendors
• Summary

Products: Windows 11

Roles: Business Owner, Business User, Technology Manager

Level: Beginner

Duration: 17 minutes

This credential earner has applied technical knowledge of the practical and business applications of artificial intelligence (AI). The individual has the skills to apply AI-infused techniques and solutions across various business domains and use cases such as customer experience, supply chains, risk management and human resources, and more. The earner has also practiced essential workplace skills and explored AI career pathways.

Learn about the AI Center of Excellence (AI CoE), how it centralizes information about AI adoption, operations, governance, best practices, and security.

Modules in this learning path:

• Introduction Generative AI Center Excellence
• Workload Operations Generative AI Center Excellence
• Introduction AI Landing Zones

Products: Azure

Roles: Developer, Administrator, Security Engineer

Level: Beginner

Duration: 94 minutes

This learning path is designed to provide a comprehensive understanding of AI fluency. It includes modules that cover various aspects of AI, starting with foundational concepts and progressing to more advanced topics. Each module is tailored to help individuals and organizations use AI technologies to enhance their philanthropic efforts.

Modules in this learning path:

• Explore AI Basics
• Explore Generative AI
• Explore Internet Search Beyond
• Explore Responsible AI
• Get Started with Copilot
• Boost Your Productivity with Microsoft Copilot
• Explore AI for All

Products: Ms Copilot

Roles: Developer, Student, AI Engineer, Technology Manager, Solution Architect, Business User

Level: Beginner

Duration: 278 minutes

This credential earner has the key knowledge, skills, and values necessary to understand and work with artificial intelligence (AI), and is aware of the implications of AI for the future of work and society in general. The individual has applied their knowledge through an AI Design Challenge, using design thinking to create a prototype for an AI-powered solution that helps people improve their skills.

This learning plan is designed for software developers interested in building chatbots, search applications leveraging natural language understanding, and transcribing calls in a contact center environment. You can combine these three AI services…

Learn core AI concepts and terminology to help you better understand AI workloads and how to plan AI solutions.

Modules in this learning path:

• Get Started AI Fundamentals
• Fundamentals Machine Learning
• Fundamentals Generative AI
• Introduction Language
• Introduction AI Speech
• Introduction Computer Vision
• Introduction Information Extraction

Products: Azure AI Foundry

Roles: AI Engineer, Developer

Level: Beginner

Subjects: Artificial Intelligence

Duration: 290 minutes

This credential earner has applied knowledge of sustainability concepts, AI models, and use cases. The individual can work with data and AI models to gain insights about sustainability issues, in addition to applying AI ethics, critical thinking, and problem-solving to sustainability-related challenges. The earner is aware of sustainability-related job roles using AI technology and the skills required for success in these roles.

Explore the potential of artificial intelligence in education.

Modules in this learning path:

• Empower Educators Explore Potential Artificial Intelligence
• Embark AI Journey Free AI Tools Microsoft Education
• Enhance Teaching Learning Bing Chat
• Equip Support Learners AI Tools Microsoft

Products: Office 365, Microsoft Edge, Office Word, Ms Copilot, Minecraft, Office Teams, Makecode, Office Powerpoint

Roles: K 12 Educator, Higher Ed Educator

Level: Beginner

Duration: 267 minutes

Education partners learn about AI in education-specific capabilities of Teams for Education. Part of the Partner Success Series.

Units in this learning path:

• Introduction
• AI Teams Education
• Knowledge Check
• Summary

Products: M365 Education, Microsoft Education Center

Roles: Administrator, School Leader, Technology Manager

Level: Beginner, Intermediate

Duration: 18 minutes

This course supports educators in exploring how Microsoft AI tools can be thoughtfully used in special education environments to reduce administrative demands, strengthen accessibility, and support clear communication with families. Throughout the learning path, responsible use of AI, privacy, and transparency are emphasized so educators can determine when and how AI fits into their practice in ways that align with student needs and professional values.

Modules in this learning path:

• Introduction AI Special Education
• Apply Responsible AI Principles
• Streamline Administrative Tasks AI
• Use AI Personalize Learning Students Disabilities
• Support Multilingual Accessible Family Communication

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

Roles: K 12 Educator, School Leader

Level: Beginner

Subjects: Artificial Intelligence, Generative AI

Duration: 120 minutes