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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

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.

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 Generative AI
• Introduction Language
• Introduction AI Speech
• Introduction Computer Vision
• Introduction Information Extraction

Products: Microsoft Foundry

Roles: AI Engineer, Developer

Level: Beginner

Subjects: Artificial Intelligence

Duration: 197 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.

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

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…

This comprehensive learning plan is designed to equip you with the essential knowledge and skills to become an artificial intelligence and machine learning (AI/ML) practitioner proficient in leveraging AWS services and tools. This engaging…

AWS Billing Conductor is a specialized service for AWS Marketplace Channel Partners and organizations that need customized billing solutions. It creates a second, pro forma version of costs while maintaining the original AWS invoice. Learn how to…

AWS Card Clash is a 3D card game that helps learners gain knowledge of AWS Cloud architectures, and provides a new and engaging way to learn about AWS services and solution design. It uses strategic turn-based gameplay help individuals at all…

As a Generative AI Practitioner, you harness core AWS generative AI services—Amazon Bedrock, Amazon Q Developer, and Amazon SageMaker AI—to build enterprise-ready AI solutions. Through hands-on assignments, you gain practical experience with…