AI and machine learning courses, collected from official learning catalogs.
Microsoft Learn · AI and machine learning
Relevant for: Developer, Architect, Manager
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.
Microsoft Learn · AI and machine learning
Relevant for: Developer, Architect, Security
Master the art of safeguarding sensitive data and enforcing governance for AI workloads on Azure. This learning path is crafted for IT and security professionals tasked with maintaining data protection and compliance in AI environments. Discover how to prevent data exfiltration and apply governance policies that ensure consistent, secure AI deployments. Learn to combine technical controls with strategic oversight to create resilient, policy-driven AI architectures that align with organizational and regulatory standards.
Microsoft Learn · generative-ai, data-analytics
Relevant for: Architect
Learn how to design AI-powered business solutions using agents, generative AI, and Microsoft Copilot to enhance productivity and efficiency.
Microsoft Learn · artificial-intelligence
Relevant for: Developer, Architect
Learn how to design production-grade agentic AI solutions in Microsoft Foundry. This training covers stateful agentic loop architecture, hierarchical orchestration patterns, dynamic task decomposition strategies, and enterprise-scale agent communication ecosystems, including A2A protocol integration for cross-platform agent connectivity. AI-500
Microsoft Learn · artificial-intelligence
Relevant for: Developer, Architect, Security
Learn how to deploy multi-agent systems to Azure at enterprise scale and establish robust operational governance frameworks. Learners advance from foundational single-agent deployment and CI/CD patterns to coordinated multi-agent deployment pipelines, zero-trust security architecture across agent networks, enterprise-scale responsible AI governance, and full agent lifecycle management. AI-500
Microsoft Learn · artificial-intelligence, chatbots
Relevant for: Developer, Architect
Learn to plan, design, and build multi-agent solutions in Microsoft Copilot Studio. You'll learn how to evaluate when multi-agent approaches are appropriate, architect solutions using child agents and connected agents, and implement both patterns to create organized, scalable agent systems.
Microsoft Learn · AI and machine learning
Relevant for: Developer, Architect
Learn how to design, deploy, and manage agentic AI systems within the software development lifecycle by integrating, orchestrating, and governing autonomous agents using GitHub to ensure safe, reliable, and scalable delivery.
Microsoft Learn · AI and machine learning
Relevant for: Developer, Architect
This is part two of two part learning series to support our new certification, Developing in Agentic AI Systems. In this learning path you will learn how to design, deploy, and manage agentic AI systems within the software development lifecycle by integrating, orchestrating, and governing autonomous agents using GitHub to ensure safe, reliable, and scalable delivery.
Microsoft Learn · artificial-intelligence, business-applications
Relevant for: Architect, Manager
Draft, analyze, and present with Microsoft Copilot MS-4018.
Microsoft Learn · marketing-sales, business-applications
Relevant for: Architect, Manager
Learn how to enhance Dynamics 365 Sales with AI tools and Power Platform capabilities, including mobile apps, automation, and analytics.
Microsoft Learn · business-applications
Relevant for: Developer, Architect, Manager
Learn how to set up Sustainability agents in Copilot Studio.
Microsoft Learn · collaboration, devops
Relevant for: Developer, Architect
Empower individual developers and businesses to enhance their productivity and foster innovation through a comprehensive exploration of the fundamental concepts of GitHub Copilot. Additionally, gain valuable insights on how to initiate the implementation of GitHub Copilot within your organization, enabling you to kickstart your own transformative journey. This is learning path is split into two and this is part one of two.
Microsoft Learn · collaboration, devops
Relevant for: Developer, Architect
Empower individual developers and businesses to enhance their productivity and foster innovation through a comprehensive exploration of the fundamental concepts of GitHub Copilot. Additionally, gain valuable insights on how to initiate the implementation of GitHub Copilot within your organization, enabling you to kickstart your own transformative journey.
Microsoft Learn · AI and machine learning
Relevant for: Developer, Architect, Security
Boost your expertise in securing Azure's AI solutions with this comprehensive learning path tailored for identity and IT professionals. Dive into securing Azure OpenAI authentication and authorization, safeguarding Azure AI services, and mastering Azure Machine Learning authentication and authorization. This learning path equips you with essential security skills, ensuring your AI-driven solutions remain resilient and compliant in today's evolving digital landscape. Start enhancing your knowledge of AI security best practices today!
Microsoft Learn · artificial-intelligence, business-applications
Relevant for: Architect, Manager
This learning path examines how to apply Zero Trust principles to Microsoft 365 Copilot and how to manage Microsoft Copilot and Microsoft 365 Copilot administration.
Microsoft Learn · AI and machine learning
Relevant for: Developer, Architect, Security
Strengthen your command over securing network access for AI workloads in Azure. This learning path is tailored for Cloud Administrators and IT professionals looking to enforce precise access controls and ensure isolation of sensitive AI resources. Learn how to implement private endpoints, configure virtual networks, and restrict exposure of Azure AI services and Azure Machine Learning workspaces. Whether you're designing robust hybrid networks or hardening cloud-native architectures, this path empowers you with practical skills to safeguard your AI infrastructure in today's security-first digital landscape.
Microsoft Learn · AI and machine learning
Relevant for: Developer, Architect, Manager
Maximize the ROI of AI agent investments by making cost-conscious, informed decisions at every stage. This learning path offers actionable guidance, from identifying high-impact use cases and understanding cost drivers, to forecasting ROI, adopting best practices, designing scalable and effective architectures, and optimizing ongoing investments.
Microsoft Learn · AI and machine learning
Relevant for: Developer, Architect, Researcher, Security
Optimize your AI operations with the "Monitor AI Workloads on Azure" learning path. Through targeted modules, you learn to monitor Azure AI services, evaluate the performance of AI applications with Azure Monitor, and explore the fundamentals of monitoring AI models with Azure AI Foundry. This path equips professionals with the skills to ensure efficient, reliable, and high-performing AI workloads on Azure's robust platform. Start mastering AI monitoring strategies today!
Microsoft Learn · artificial-intelligence
Relevant for: Developer, Architect
Learn how to operate production multi-agent solutions with comprehensive visibility, systematic quality assurance, cost control, and robust incident response. Learners advance from single-application monitoring and evaluation experiments to distributed multi-agent observability, LLM-as-judge evaluation for coordination quality, multi-agent cost optimization, enterprise human-in-the-loop approval workflows, and structured AI incident debugging procedures. AI-500
Microsoft Learn · artificial-intelligence, business-applications
Relevant for: Developer, Architect, Manager
This learning path introduces you to the basic fundamentals of Microsoft 365 Copilot extensibility and provides guidance on how to choose the Copilot extensibility path that is right for your organization.
Microsoft Learn · artificial-intelligence, business-applications
Relevant for: Architect, Manager, Security
This learning path examines the key Microsoft 365 security and compliance features that administrators must prepare in order to successfully implement Microsoft 365 Copilot.
Microsoft Learn · artificial-intelligence, business-applications
Relevant for: Architect, Manager, Security
This learning path examines the Microsoft 365 Copilot design and its security and compliance features, and it provides instruction on how to implement Microsoft 365 Copilot.
Listings link to the original provider. Dates and availability are managed by each provider.
