RXed AI News

Positioned as an Art. 4 AI-literacy measure; states clearly it is not an official EU credential. Provider country not stated on page. Link is clean — no affiliate tag, nobody paid to be listed.

Built around HubSpot Breeze AI tools; most useful if you already run HubSpot. Link is clean — no affiliate tag, nobody paid to be listed.

SME-oriented compliance-evidence framing. Provider location not stated on page. Link is clean — no affiliate tag, nobody paid to be listed.

No prior Make experience needed; LLM basics then build AI agents in Make. Make is Czech-founded (Celonis-owned). Link is clean — no affiliate tag, nobody paid to be listed.

Ends with an assessment for the badge; covers gen AI basics, Copilot for work, ethics. Link is clean — no affiliate tag, nobody paid to be listed.

n8n GmbH is Berlin-based. Course 3 (N8N103) covers AI-powered workflows. Link is clean — no affiliate tag, nobody paid to be listed.

<p>You should have subject matter expertise in operating, integrating, supervising, and governing AI agents inside production-grade SDLC workflows and development environments, ensuring reliability, safety, and velocity using GitHub as the system of record and control plane.</p> <p>Your responsibilities for this role include:</p> <ul> <li>Operating agent workflows inside the SDLC</li> <li>Supervising autonomous behavior with GitHub controls</li> <li>Evaluating and tuning agent outputs using scans and artifacts</li> <li>Configuring custom agents</li> <li>Coordinating multi-agent execution safely</li> </ul> <p>You work closely with architects, platform engineers, DevOps engineers, application developers, product managers, and security engineers to develop, deploy, operate, and manage agents that operate within the GitHub platform.</p> <p>You should have experience with the software development lifecycle (SDLC), workflows in GitHub and controls, and code quality, security, and review practices. You should also have experience with coding agents including GitHub Copilot, MCP servers and agent customization such as custom instructions, custom agents, tools, and Copilot setup steps.</p> <p><strong>EXAM SANDBOX</strong><br/> <strong>Experience demo</strong><br/> Experience the look and feel of the exam before taking it. You'll be able to interact with different question types in the same user interface you'll use during the exam.</p> <p><a href="ghcertdemo.starttest.com">Launch the sandbox</a><br/><br/></p> <div class="IMPORTANT"> <p>Important</p> <p>This exam is provided by Microsoft, but the exam and associated certification are maintained by GitHub. Learn more about <a href="docs.github.com/en/site-policy/privacy-policies/git…">GitHub’s privacy policy</a>.</p> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>Candidates for this exam should possess expertise in using GitHub Copilot to improve software development productivity, quality, and security. This includes responsible AI use, prompt engineering, Copilot features across various plans, and privacy safeguards. Candidates should also be familiar with GitHub fundamentals and have experience with one or more programming languages.</p> <div class="IMPORTANT"> <p>Important</p> <p>The English language version of this certification will be updated on August 7, 2026. Review the study guide linked in the Certification resources section for details about upcoming changes.</p> </div> <p><strong>EXAM SANDBOX</strong><br/> <strong>Experience demo</strong><br/> Experience the look and feel of the exam before taking it. You'll be able to interact with different question types in the same user interface you'll use during the exam.</p> <p><a href="GHCertDemo.starttest.com">Launch the sandbox</a><br/><br/></p> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you configure, manage, secure, and govern Microsoft 365 tenants, workloads, and AI services, including Microsoft 365 Copilot, agents, and connected AI capabilities. You enable secure, compliant, and scalable productivity across the organization by governing data access, protecting information, and supporting collaboration between users and agents. You operate and continuously optimize Microsoft 365 and AI services at enterprise scale, helping to ensure reliable and effective outcomes in an AI-powered workplace.</p> <p>As a Microsoft 365 and AI services administrator, you collaborate with architects and administrators across workloads, infrastructure, identity, security, compliance, endpoints, and applications.</p> <p>For this exam, you should have experience with Microsoft 365 workloads and Microsoft Entra ID, an understanding of Defender XDR capabilities, and familiarity with Microsoft Graph PowerShell.</p> <div class="IMPORTANT"> <p>Important</p> <p><a href="techcommunity.microsoft.com/blog/skills-hub-blog/ne…">Learn more about the beta exam AB-650</a></p> <p>Passing score: 700. <a href="/credentials/certifications/exam-scoring-reports#scores-needed-to-pass-exams">Learn more about exam scores</a>. Beta exams are not scored immediately because we’re gathering data on the quality of the questions and the exam. <a href="/credentials/support/about-beta-exams">Learn more about beta certification exams</a>.</p> </div> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/AB650-StudyGuide">AB-650 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment for this exam is not currently available. Practice Assessments are usually available within 8 weeks of the exam being out of beta and generally available.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you should be familiar with Microsoft 365, including core services, security, identity and access, data protection, and governance, along with Microsoft 365 Copilot and agents.</p> <p>Additionally, you should be familiar with the admin centers used to access Microsoft 365 workloads, such as Exchange Online, SharePoint in Microsoft 365, Microsoft Teams, Microsoft Entra, and Microsoft Purview. You need to have experience with AI-driven productivity tools and modern IT management practices.</p> <p>You must be able to identify the roles of the core features and objects available in Microsoft 365, such as users, groups, teams, sites, and libraries. Plus, you should understand the core security features of Microsoft 365, such as authentication methods, conditional access policies, and single sign-on (SSO).</p> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/ab900-StudyGuide">AB-900 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this certification, you’re an accomplished solution architect with expertise in designing and delivering AI-driven business solutions that transform business processes and foster innovation. You’re experienced in creating scalable, secure, and integrated solutions that use multiple Microsoft services to address complex organizational challenges.</p> <p>Your competencies include:</p> <ul> <li>Expertise in architecting solutions that use AI, including generative AI and various Foundry Tools tailored to meet business objectives.</li> <li>The ability to design agentic-first solutions.</li> <li>Skills in designing multi-agent orchestrated solutions.</li> <li>Experience designing secure and scalable cross-platform AI solutions.</li> <li>Comprehensive knowledge of core Dynamics 365 products, Microsoft Power Platform, Microsoft Copilot Studio, Microsoft Foundry Tools, and Foundry Models.</li> <li>Proficiency in working with agents created by using Copilot Studio, AI prompts, Microsoft Foundry, and working knowledge of multiple language models to create intelligent solutions.</li> <li>Proficiency in adopting frameworks and delivering measurable outcomes aligned with enterprise success metrics and architecture patterns.</li> <li>Expertise in working with open standards and protocols, including Agent2Agent (A2A) and Model Context Protocol (MCP).</li> <li>Expertise in responsible AI practices, helping to ensure compliance and advocating for the Microsoft Responsible AI Standard.</li> <li>Strong leadership in orchestrating AI features in Microsoft business applications to optimize operations and unlock growth opportunities.</li> <li>Skills in securing AI models and data workflows, including detecting and resolving vulnerabilities, enforcing data residency and access controls, safeguarding model tuning, tracking changes, maintaining audit trails, and defending against prompt manipulation.</li> <li>Experience in monitoring agent performance and interpreting telemetry data to help ensure reliability, optimize behavior, and drive continuous improvement.</li> <li>Ability to conduct a return-on-investment (ROI) analysis of an AI-powered solution.</li> </ul> <p>Your key responsibilities include:</p> <ul> <li>Envisioning and defining architecture strategies to integrate AI and agents into business solutions.</li> <li>Defining the roadmap for agentic-first business processes.</li> <li>Analyzing and interpreting business and technical requirements to architect comprehensive solutions.</li> <li>Designing and prototyping AI components and showcasing transformative capabilities.</li> <li>Guiding the end-to-end implementation of AI-centric solutions, helping to ensure security, scalability, and alignment with organizational goals.</li> <li>Promoting and championing the adoption of AI technologies in the development lifecycle and across business units.</li> <li>Creating a cohesive application lifecycle management (ALM) strategy for agentic-first solutions.</li> <li>Creating a cohesive environment strategy for AI-powered solutions, with consideration for third-party AI solutions.</li> <li>Guiding organizations on their way to becoming AI-forward companies.</li> </ul> <p>As an AI-first solution architect, you lead the transformation of enterprise operations by envisioning and implementing AI-powered architecture. With a focus on making the most of the full spectrum of Microsoft AI apps and services, along with business application tools, you drive innovation and help to ensure the delivery of impactful AI-powered solutions.</p> <p>Here is a list of the current possible associate certs that can be used for this expert certification:</p> <ul> <li>MB-280, <a href="/credentials/certifications/d365-customer-experience-analyst-associate/">Microsoft Certified: Dynamics 365 Customer Experience Analyst Associate</a> (retiring 7/31/2026)</li> <li>PL-200, <a href="/credentials/certifications/power-platform-functional-consultant-associate/">Microsoft Certified: Power Platform Functional Consultant Associate</a> (retiring 8/31/2026)</li> <li>MB-330, <a href="/credentials/certifications/d365-functional-consultant-supply-chain-management/">Microsoft Certified: Dynamics 365 Supply Chain Management Functional Consultant Associate</a> (retiring 12/31/2026)</li> <li>PL-400, <a href="/credentials/certifications/power-platform-developer-associate/">Microsoft Certified: Power Platform Developer Associate</a></li> <li>MB-230, <a href="/credentials/certifications/d365-functional-consultant-customer-service-v3/">Microsoft Certified: Dynamics 365 Customer Service Functional Consultant Associate</a></li> <li>MB-310, <a href="/credentials/certifications/d365-functional-consultant-financials/">Microsoft Certified: Dynamics 365 Finance Functional Consultant Associate</a></li> <li>MB-500, <a href="/credentials/certifications/d365-finance-and-operations-apps-developer-associate/">Microsoft Certified: Dynamics 365: Finance and Operations Apps Developer Associate</a></li> <li>MB-800, <a href="/credentials/certifications/d365-business-central-functional-consultant-associate/">Microsoft Certified: Dynamics 365 Business Central Functional Consultant Associate</a></li> <li>MB-820, <a href="/credentials/certifications/d365-business-central-developer-associate/">Microsoft Certified: Dynamics 365 Business Central Developer Associate</a></li> <li>AI-300, <a href="/credentials/certifications/operationalizing-machine-learning-and-generative-ai-solutions/">Microsoft Certified: Machine Learning Operations Engineer Associate</a></li> <li>AI-103, <a href="/credentials/certifications/azure-ai-apps-and-agents-developer-associate/">Microsoft Certified: Azure AI Apps and Agents Developer Associate</a></li> <li>AB-620, <a href="/credentials/certifications/ai-agent-builder-associate/">Microsoft Certified: AI Agent Builder Associate</a></li> <li>AB-210, <a href="/credentials/certifications/d365-sales-ai-consultant-associate/">Microsoft Certified: Dynamics 365 Sales AI Consultant Associate</a></li> <li>AB-410, <a href="/credentials/certifications/intelligent-applications-builder-associate/">Microsoft Certified: Intelligent Applications Builder Associate</a> (releasing 7/30/2026)</li> <li>AB-250, <a href="/credentials/certifications/d365-contact-center-ai-engineer-associate/">Microsoft Certified: Dynamics 365 Contact Center AI Engineer Associate</a> (releasing 7/30/2026)</li> </ul> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/AB100-StudyGuide">AB-100 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a></li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you’re a professional developer or advanced builder who builds, extends, and integrates custom agents for enterprise-grade solutions. You typically work as an IT application developer, consultant, or independent software vendor (ISV) partner focused on creating scalable AI solutions for organizations or customers.</p> <p>For this exam, you should be familiar with Power Fx, Microsoft Dataverse, Microsoft Power Platform environments and components, Microsoft 365 Copilot, Microsoft Foundry, and adaptive cards.</p> <p>You need intermediate knowledge of generative AI concepts, including models, orchestration, retrieval-augmented generation (RAG), Model Context Protocol (MCP), Agent2Agent (A2A) protocol, and more. You should also have experience with prompt engineering and with REST APIs and integration patterns. Additionally, you need experience configuring agents with basic knowledge sources, instructions, tools, and topics in Microsoft Copilot Studio.</p> <p>As a developer who works in Copilot Studio, you:</p> <ul> <li>Integrate agents with Microsoft Foundry.</li> <li>Integrate agents with Model Context Protocol (MCP) servers.</li> <li>Integrate agents with custom connectors.</li> <li>Integrate agents with APIs.</li> <li>Integrate agents with Microsoft Fabric.</li> <li>Automate tasks with computer use.</li> <li>Integrate agents with connectors.</li> </ul> <p>You create:</p> <ul> <li>Multi-agent solutions.</li> <li>Agents with enterprise knowledge sources (such as ServiceNow, SAP, and others).</li> <li>Advanced agent topics and tools.</li> <li>Computer-using agents.</li> <li>Agents that perform advanced actions via APIs.</li> </ul> <p>You collaborate with Microsoft 365 administrators, Microsoft Power Platform administrators, Microsoft Copilot administrators, Copilot Studio agent builders, Copilot Studio administrators, Foundry administrators, agentic AI business solutions architects, and Copilot Studio architects.</p> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/AB620-StudyGuide">AB-620 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment for this exam is not currently available. Practice Assessments are usually available within 8 weeks of the exam being out of beta and generally available.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you should have experience using generative AI–powered productivity tools, including Microsoft 365 Copilot and agents such as Researcher, and Analyst. You take advantage of AI to improve daily work, drive business outcomes, and make informed decisions in business contexts—without building AI apps or writing code.</p> <p>You should be familiar with some of the primary elements of generative AI, such as prompts, agents, notebooks, and pages. You should understand how these elements are used to drive more efficient business outcomes.</p> <p>You should have a basic understanding of Microsoft 365 and should be comfortable navigating core apps, such as Outlook, Word, Microsoft Teams, PowerPoint, and Excel. You should also be familiar with common business processes, including drafting emails, creating presentations, generating images, and managing documents.</p> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/ab730-StudyGuide">AB-730 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you should understand how to recognize opportunities for AI transformation, identify the right AI tools and resources, plan for AI adoption, optimize business processes, and drive innovation by using Microsoft 365 Copilot and Foundry Tools.</p> <p>This Certification is designed for business decision-makers at all levels who are responsible for guiding transformation and innovation within their teams or organizations. In this role, you’re expected to demonstrate AI fluency, strategic vision, and the ability to lead AI adoption across teams and functions but are not expected to write any code.</p> <p>As a candidate for this Certification, you should be able to evaluate AI opportunities, champion responsible AI practices, and align AI investments with business goals. You need experience leading adoption or change management in a business context. You must also be familiar with Microsoft 365 services, Microsoft Foundry, and general AI capabilities.</p> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/ab731-StudyGuide">AB-731 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you’re an Azure AI engineer who builds, manages, and deploys agents and AI solutions that take advantage of Microsoft Foundry.</p> <p>For this certification, you should have experience developing apps by using Python, and you need to be familiar with the capabilities of general AI, generative AI, and Azure services.</p> <p>Your responsibilities include:</p> <ul> <li>Planning and managing Azure AI solutions.</li> <li>Implementing generative AI and agentic solutions.</li> <li>Implementing computer vision solutions.</li> <li>Implementing text analysis solutions.</li> <li>Implementing information extraction solutions.</li> </ul> <p>In this role, you collaborate with business stakeholders, solution architects, data scientists, DevOps engineers, and cloud security engineers to design, implement, and maintain AI solutions.</p> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/AI103-StudyGuide">AI-103 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment for this exam is not currently available. Practice Assessments are usually available within 8 weeks of the exam being out of beta and generally available.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you’re responsible for contributing to all phases of implementing AI solutions on Azure, with an emphasis on back-end services and components. You’re also responsible for supporting all phases of the development lifecycle, including requirements gathering, design, development, deployment, security, and monitoring.</p> <p>You should be proficient in:</p> <ul> <li>Azure SDKs and third-party SDKs used in Azure.</li> <li>Azure data management services.</li> <li>Azure monitoring and troubleshooting.</li> <li>Azure messaging and eventing.</li> <li>Vector databases.</li> <li>Python programming.</li> <li>Implementing containerized applications on Azure.</li> </ul> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/AI200-StudyGuide">AI-200 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment for this exam is not currently available. Practice Assessments are usually available within 8 weeks of the exam being out of beta and generally available.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

AI-900 retired 30 June 2026, so only AI-901 counts; Microsoft has not published a learning path for it yet, and the exam is paid and Azure-specific. Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you’re a security engineer who protects organizational systems and data across cloud and hybrid environments by implementing comprehensive security controls that proactively help prevent unauthorized access and mitigate risks. Your role spans multiple security domains, including identity, network, application, data, and compute. You also help ensure that platforms, data, identities, and infrastructure used by AI workloads are securely implemented and monitored.</p> <p>In this role, your responsibilities include:</p> <ul> <li>Securing access to resources by using Microsoft Entra ID and Azure Key Vault.</li> <li>Enforcing security and regulatory compliance.</li> <li>Securing storage, databases, and networking.</li> <li>Securing compute.</li> <li>Securing AI solutions.</li> <li>Managing and monitoring security posture.</li> </ul> <p>You work closely with architects, administrators, engineers, analysts, and developers responsible for Azure, Microsoft 365, identity and access, information protection, security operations, DevOps, application development, database platforms, and networks.</p> <p>For this exam, you should have practical experience in administration of Azure and hybrid environments, including compute, network, and storage. You need strong familiarity with Microsoft Entra ID and familiarity with Microsoft 365 administration.</p> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/SC500-StudyGuide">SC-500 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment for this exam is not currently available. Practice Assessments are usually available within 8 weeks of the exam being out of beta and generally available.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you’re a contact center engineer or solutions pro who designs, implements, and supports AI-powered contact center solutions by using Microsoft Dynamics 365 Contact Center and service-oriented autonomous agents. Your role involves translating business and service requirements into scalable, well-governed contact center solutions that include human representatives and AI-driven capabilities.</p> <p>In this role, you’re responsible for:</p> <ul> <li>Configuring workstreams and engagement channels.</li> <li>Designing, managing, and implementing routing strategies.</li> <li>Configuring service representative profiles and experiences.</li> <li>Enabling productivity tools, including Microsoft Copilot–assisted guidance.</li> <li>Implementing and managing agents for customer self-service.</li> <li>Identifying implementation opportunities for and managing service-oriented autonomous agents.</li> <li>Working with Dynamics 365 Contact Center tools for continuous improvement.</li> <li>Monitoring and resolving operational issues identified in the contact center.</li> <li>Configuring proactive engagement capabilities, including outbound dial modes and journey orchestration.</li> <li>Configuring workforce management capabilities, including demand forecasting, scheduling, and skills alignment.</li> <li>You typically collaborate with customer service leaders, contact center managers, IT teams, and legal and compliance stakeholders to help ensure that solutions align with operational goals, organizational policies, and responsible AI principles, including security, data protection, transparency, and accountability.</li> </ul> <p>For this exam, you should have:</p> <ul> <li>Experience implementing or planning to implement contact center as a service (CCaaS) solutions.</li> <li>An understanding of how voice, social, and digital channels are used and orchestrated in a contact center.</li> <li>Familiarity with contact center personas, such as representatives, supervisors, and administrators.</li> <li>A fundamental understanding of agents, along with AI self-service and AI-assisted experiences.</li> <li>Experience working in or supporting business environments that focus on agent productivity, routing, service performance.</li> <li>Familiarity with the supervisor role and related activities.</li> </ul> <p>Additionally, you should have experience with Microsoft Power Platform, Microsoft Copilot Studio, Power BI, Microsoft Teams, and Microsoft Foundry. You should know how to use automation, integrations, and AI capabilities to extend and optimize service workflows. You also need to understand how to design modern contact centers, where human representatives, AI agents, and autonomous AI agents work together within secure, compliant, and well-governed systems.</p> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/AB250-StudyGuide">AB-250 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment for this exam is not currently available. Practice Assessments are usually available within 8 weeks of the exam being out of beta and generally available.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you design and configure AI-enhanced sales solutions by using Dynamics 365 Sales, Copilot in Dynamics 365 Sales, and agent capabilities to help sellers work more efficiently throughout the lead-to-cash process. You translate business requirements into practical seller workflows enhanced with conversational intelligence, predictive insights, guided automation, and secure data access.</p> <p>In this role, you work closely with sales, operations, and IT stakeholders to help ensure that solutions align with revenue goals and process optimization.</p> <p>You perform the following design and implementation tasks:</p> <ul> <li>Configure Dynamics 365 Sales core features.</li> <li>Deploy, manage, and monitor agents in Sales.</li> <li>Implement collaboration features.</li> <li>Tailor AI-powered intelligence features.</li> </ul> <p>It is highly recommended that candidates complete training in intermediate-level Microsoft Power Platform configuration before taking this certification exam. Additionally, you must have functional knowledge of:</p> <ul> <li>Interpreting an organization’s sales processes and seller experience.</li> <li>Building and extending model-driven apps.</li> <li>Building Power Automate cloud flows.</li> </ul> <div class="IMPORTANT"> <p>Important</p> <p><a href="aka.ms/AB210CertificationBetaBlog">Learn more about the beta exam AB-210</a>.</p> <p>Passing score: 700. <a href="/credentials/certifications/exam-scoring-reports#scores-needed-to-pass-exams">Learn more about exam scores</a>. Beta exams are not scored immediately because we’re gathering data on the quality of the questions and the exam. <a href="/credentials/support/about-beta-exams">Learn more about beta certification exams</a>.</p> </div> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/AB210-StudyGuide">AB-210 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment for this exam is not currently available. Practice Assessments are usually available within 8 weeks of the exam being out of beta and generally available.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you’re a professional who builds AI-powered solutions in Microsoft Power Platform by using Microsoft Copilot, natural language prompts, and low-code tools. You create apps, data models, and flows that connect to agents, AI models and prompts, and visualizations to enrich these experiences.</p> <p>In this role, your responsibilities include:</p> <ul> <li>Developing Dataverse data models, model-driven apps, and canvas apps.</li> <li>Integrating agents and Copilot features into canvas apps, model-driven apps, and Power Pages sites.</li> <li>Creating cloud flows and business logic.</li> </ul> <p>You collaborate with:</p> <ul> <li>Environment and security administrators for policies, roles, identity, and authentication.</li> <li>Governance teams on responsible AI principles, application lifecycle management (ALM), solutions, pipelines, and monitoring.</li> <li>Agent developers, solution architects, and other app builders for business solution building.</li> <li>Business stakeholders to gather requirements, iterate business solutions, and promote user adoption.</li> </ul> <p>For this exam, you should have experience with:</p> <ul> <li>Using natural language to create solution assets.</li> <li>Dataverse modeling.</li> <li>Power Automate cloud flows.</li> <li>AI capabilities in Microsoft Power Platform.</li> <li>Power Apps development.</li> <li>Power Pages sites.</li> </ul> <p>Prerequisites for the exam include:</p> <ul> <li>Familiarity with using Copilot in Power Apps, Copilot in Power Automate, Copilot in Power Pages, and Copilot in Dataverse.</li> <li>Awareness of creating agents with Microsoft Copilot Studio.</li> <li>Foundational knowledge of AI models and prompts in AI Hub.</li> <li>Ability to map business processes to flows, agents, or app capabilities.</li> <li>Ability to work with Dataverse as a core data platform.</li> <li>Familiarity with low-code automation, including Power Fx.</li> <li>Awareness of environment governance, roles, policies, and solution lifecycle steps.</li> </ul> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/AB410-StudyGuide">AB-410 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment for this exam is not currently available. Practice Assessments are usually available within 8 weeks of the exam being out of beta and generally available.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you should have subject matter expertise in setting up infrastructure for machine learning operations (MLOps) and generative AI operations (GenAIOps) solutions on Azure, together referred to as AI operations (AIOps). You need experience training, optimizing, deploying, and maintaining traditional machine learning models by using Azure Machine Learning, in addition to experience deploying, evaluating, monitoring, and optimizing generative AI applications and agents by using Microsoft Foundry.</p> <p>You should have a data science background with experience in Python programming and an entry-level understanding of DevOps practices, including using tools like GitHub Actions and working with command-line interfaces (CLIs).</p> <p>Additionally, you need knowledge and experience in MLOps by using:</p> <ul> <li>Machine Learning.</li> <li>Foundry.</li> <li>GitHub Actions.</li> <li>Infrastructure as code (IaC) practices with Bicep and Azure CLI.</li> </ul> <p>Your responsibilities for this role include:</p> <ul> <li>Designing and implementing MLOps infrastructure.</li> <li>Implementing machine learning model lifecycle and operations.</li> <li>Designing and implementing GenAIOps infrastructure.</li> <li>Implementing generative AI quality assurance and observability.</li> <li>Optimizing generative AI systems and model performance.</li> </ul> <p>You work with data scientists, DevOps teams, and stakeholders to deliver scalable AI solutions with comprehensive automation and monitoring.</p> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/AI300-StudyGuide">AI-300 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment for this exam is not currently available. Practice Assessments are usually available within 8 weeks of the exam being out of beta and generally available.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you’re an expert-level practitioner who has subject matter expertise in designing, building, and optimizing scalable, production‑ready, multi-agent AI systems and workflows. You manage the development from design to production.</p> <p>You work closely with developers, machine learning engineers, platform engineers, data scientists, and business stakeholders to translate complex requirements into production-ready, multi-agent solutions.</p> <p>For this certification, you should have experience developing AI and machine learning, deploying agentic systems in production environments, and orchestrating agent logic using Microsoft Foundry. You should also be proficient in Python.</p> <p>Additionally, you need experience developing solutions that include Azure compute, network, storage, and data services. You should be familiar with open-source frameworks and standards, including Microsoft Agent Framework, Model Context Protocol (MCP), retrieval-augmented generation (RAG), and LangGraph.</p> <div class="IMPORTANT"> <p>Important</p> <p><a href="techcommunity.microsoft.com/blog/skills-hub-blog/ne…">Learn more about the beta exam AI-500</a>.</p> <p>Passing score: 700. <a href="/credentials/certifications/exam-scoring-reports#scores-needed-to-pass-exams">Learn more about exam scores</a>. Beta exams are not scored immediately because we’re gathering data on the quality of the questions and the exam. <a href="/credentials/support/about-beta-exams">Learn more about beta certification exams</a>.</p> </div> Link is clean — no affiliate tag, nobody paid to be listed.

<p>As a candidate for this Microsoft Certification, you should have subject matter expertise in designing and developing AI-enabled database solutions across Microsoft SQL platforms, including Microsoft SQL Server, Azure SQL, and SQL databases in Microsoft Fabric.</p> <p>You should also have experience writing T-SQL code and developing databases in Microsoft SQL platforms. Plus, you need to be familiar with continuous integration and continuous deployment (CI/CD) practices in GitHub, AI-assisted development tools, and AI concepts, such as embeddings, vectors, and models.</p> <p>Your responsibilities include:</p> <ul> <li>Designing and developing database solutions that include both structured and semi-structured data.</li> <li>Integrating AI features into modern and highly scalable enterprise applications.</li> <li>Securing, optimizing, and deploying database solutions.</li> <li>Implementing AI capabilities in database solutions.</li> </ul> <p>You work closely with application developers; database administrators (DBAs); architects; AI engineers; development, security, operations (DevSecOps) engineers; security and compliance administrators; and other stakeholders to deliver robust, high-performance database solutions that power modern applications and AI-driven experiences.</p> <div class="TIP"> <p>Tip</p> <ul> <li>Review the <a href="aka.ms/DP800-StudyGuide">DP-800 study guide</a> to help you prepare for the exam.</li> <li>Demo the exam experience by visiting our <a href="go.microsoft.com/fwlink/?linkid=2226877">exam sandbox</a>.</li> <li>The Practice Assessment is available on AI Skills Navigator, with a new upgraded experience. Please navigate to <a href="aiskillsnavigator.microsoft.com/credentials/cert-f7…">AI Skills Navigator | Microsoft Certified: SQL AI Developer Associate</a> certification page to take the practice assessment. <br/> NOTE: You must be signed in to AI Skills Navigator to be able to launch the Practice Assessment.</li> </ul> </div> Link is clean — no affiliate tag, nobody paid to be listed.

Career-change bootcamp (Python, ML), not a business-owner course; listed because BeCode was requested. Link is clean — no affiliate tag, nobody paid to be listed.

Rare thing: genuinely free course and free certificate, no deadlines; still a developer course, not a business one. Link is clean — no affiliate tag, nobody paid to be listed.

Vendor-neutral 4D framework for working with any LLM; free with certificate, but every example runs on Claude. Take it on Skilljar, not the Coursera twin — Coursera's own FAQ says 'No certificates, credentials, or reports are awarded in connection with this course'. Link is clean — no affiliate tag, nobody paid to be listed.

The de-facto AI governance credential; heavy for a solopreneur but relevant to advisors and compliance-minded owners. Link is clean — no affiliate tag, nobody paid to be listed.

Industry-built courses (Google, Microsoft, IBM, Sage...) benchmarked by Skills England; 1.7M courses completed by Apr 2026; SME focus via Enterprise Nation partnership. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Historical, ethical and social issues rather than tools; part of OpenLearn AI Hub with Microsoft. Link is clean — no affiliate tag, nobody paid to be listed.

EU-funded seven-course track up to deep learning, level EQF 5; heavier than it looks (382 pages, 82 challenges) and the Certificate of Achievement carries no formal weight — ARISA says it 'is not equivalent to an official degree'. Link is clean — no affiliate tag, nobody paid to be listed.

Covers AI intro, ML/DL, NLP & computer vision, ethics, job landscape; graded quizzes and a final assessment unlock the credential. Link is clean — no affiliate tag, nobody paid to be listed.

Free Flemish public training for jobseekers and employees; Dutch only and you need a VDAB account to enrol. You do get a getuigschrift at the end. The catalogue deep link resolves but sets its canonical to VDAB's generic course-search page; www.vdab.be/wat-is-AI is the stable landing page. Link is clean — no affiliate tag, nobody paid to be listed.

Cert for managers and analysts who buy AI rather than build it; only worth $100 if you are already on AWS. Link is clean — no affiliate tag, nobody paid to be listed.

Aimed at managers with business degrees and 5+ years experience; sibling CAS in AI, Data and Machine Learning. Link is clean — no affiliate tag, nobody paid to be listed.

Jim Stolze's Dutch national course, 2026 curriculum aligned to the AI Act; Dutch only (English version discontinued). Link is clean — no affiliate tag, nobody paid to be listed.

Designed for dirigeants de TPE/PME; assessed on a real plan for your own business. Link is clean — no affiliate tag, nobody paid to be listed.

Europe's default AI-literacy course, in Dutch and 20+ languages; conceptual only, no hands-on tool practice. Link is clean — no affiliate tag, nobody paid to be listed.

Explicitly 'for anyone in any job role, with or without hands-on technical experience'. Launched May 2025. Link is clean — no affiliate tag, nobody paid to be listed.

Also links to Grow with Google Coaches for live local workshops. Link is clean — no affiliate tag, nobody paid to be listed.

Six-hour no-code intro with a free Credly badge; broad and shallow, useful as a company-wide baseline. The badge is earned by passing a comprehensive exam. Link is clean — no affiliate tag, nobody paid to be listed.

Free micro-courses with free certificates; data-science flavoured, so more pandas than prompting. Link is clean — no affiliate tag, nobody paid to be listed.

German public AI learning platform, much of it in English with free certificates; quality varies sharply per course. Link is clean — no affiliate tag, nobody paid to be listed.

Explicitly for 'Unternehmer, Fach- und Führungskräfte'; no prior AI knowledge; counts as Art. 4 KI-VO training. Link is clean — no affiliate tag, nobody paid to be listed.

Cevora runs a full free AI theme (first steps in AI, prompting, own GPTs, Karibu+ mini-courses). Link is clean — no affiliate tag, nobody paid to be listed.

Free ChatGPT-centric training, three courses plus a running programme of livestreams and in-person events. It issues a course-completion certificate through Gradual — OpenAI is explicit that this is not an OpenAI Certification and not a formal credential. Link is clean — no affiliate tag, nobody paid to be listed.

Requires a master's degree and basic Python; for engineers/R&D staff rather than owners. Link is clean — no affiliate tag, nobody paid to be listed.

Assumes Salesforce platform familiarity; relevant only if your business runs on Salesforce. AI Associate cert was retired Feb 2026 in favour of Agentblazer Status. Link is clean — no affiliate tag, nobody paid to be listed.

Prompting, using AI across marketing/sales/service/HR/finance, safety; goal of training 40,000 small businesses. Link is clean — no affiliate tag, nobody paid to be listed.

Paths from first Zap to AI agents and Zapier MCP; certificate links to LinkedIn. Link is clean — no affiliate tag, nobody paid to be listed.

AI fundamentals for non-data scientists, AI in HR, marketing analytics, AI strategy & governance (Hosanagar). Link is clean — no affiliate tag, nobody paid to be listed.

Made for owners and managers who will never write code; predates generative AI, so pair it with something newer. Link is clean — no affiliate tag, nobody paid to be listed.

Non-technical IBM intro to AI concepts, use cases and ethics on edX. Link is clean — no affiliate tag, nobody paid to be listed.

'Not about difficult algorithms'; for managers who want to plan AI in their own organisation, incl. compliance & ethics. Link is clean — no affiliate tag, nobody paid to be listed.

Covers prompting, EU AI Act & UK regulation, and writing an AI policy for your business. Link is clean — no affiliate tag, nobody paid to be listed.

Oracle partnership; 3 code examples with hands-on Python labs; released 26/08/2026. PRO unlocks graded quiz, projects, and accomplishment. Link is clean — no affiliate tag, nobody paid to be listed.

Sequel to Elements of AI; you can skip the programming level entirely. Link is clean — no affiliate tag, nobody paid to be listed.

Free through Harvard's OpenCourseWare; the edX certificate costs extra and you need a year of Python first. Link is clean — no affiliate tag, nobody paid to be listed.

Andrew Ng's non-technical companion to AI for Everyone; covers what gen AI can/can't do, prompting, and going beyond prompting. Link is clean — no affiliate tag, nobody paid to be listed.

Short, owner-focused: automate repetitive tasks, cash-flow monitoring, marketing content, customer base, ethics. Link is clean — no affiliate tag, nobody paid to be listed.

Leadership-flavoured prompt engineering: agendas, proposals, HR dynamics, team adoption. Only basic computer skills required. Link is clean — no affiliate tag, nobody paid to be listed.

Tool-agnostic 5-step prompt framework; all exercises run on free Gemini. 341,900 enrolled, 4.8/5 (7,219 reviews) per Coursera. Link is clean — no affiliate tag, nobody paid to be listed.

Job-oriented engineering track; 13 courses is a real commitment and the subscription runs the whole time. Link is clean — no affiliate tag, nobody paid to be listed.

Free vendor intro to generative AI on Google Cloud; the real hands-on labs burn paid credits. Link is clean — no affiliate tag, nobody paid to be listed.

Wallonia's ICT competence centre (Charleroi); covers prompting, gen AI, ethics/legal. Link is clean — no affiliate tag, nobody paid to be listed.

GPU-backed labs you cannot easily replicate locally; the free catalogue rotates and the best courses are paid. Certificates are only offered on select courses. Link is clean — no affiliate tag, nobody paid to be listed.

Turn documents, images and workflows into agentic AI systems; vendor-lock-in evaluation; 'AI labor' strategy. Link is clean — no affiliate tag, nobody paid to be listed.

Jules White's prompt-pattern course; 4.8/5 (7,915 reviews). Works on free ChatGPT. Link is clean — no affiliate tag, nobody paid to be listed.

WhyLabs partnership; instructor Bernease Herman (WhyLabs Data Scientist); PRO unlocks graded quiz and accomplishment. Link is clean — no affiliate tag, nobody paid to be listed.

Practitioner-led (OpenAI, Meta, Google, Zapier speakers); AI coaching and office hours. Link is clean — no affiliate tag, nobody paid to be listed.

Videos are free and current; labs, quizzes and certificates sit behind the Pro membership paywall. The /short-courses path now redirects to /courses. Link is clean — no affiliate tag, nobody paid to be listed.

Requires 5+ years professional experience. Link is clean — no affiliate tag, nobody paid to be listed.

Hands-on with Claude Cowork and no-code/low-code agent builders; leave with a working agent. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Belgian three-day exec programme for SME decision-makers; you leave with a strategy, not with hands-on skills. Link is clean — no affiliate tag, nobody paid to be listed.

Stackable into Imperial's Executive Certificate in AI and Digital Transformation (GBP 4,600). Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Part of an 'Applied AI for Business' series at CAD 395/course (PM, BA, marketing analytics...). Link is clean — no affiliate tag, nobody paid to be listed.

For professionals without coding background: everyday AI, prototypes/agents, leadership. Link is clean — no affiliate tag, nobody paid to be listed.

Explicitly welcomes entrepreneurs and all familiarity levels. An online variant (4 live half-days, 1-10 Dec 2026) runs at the same price. Link is clean — no affiliate tag, nobody paid to be listed.

Leaves with a personal AI assistant, roadmap and scenario toolkit. Link is clean — no affiliate tag, nobody paid to be listed.

Includes 'Strategy, Risk and Responsible AI Integration for Business'. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

No technical background required. Link is clean — no affiliate tag, nobody paid to be listed.

Covers perceptive, generative, agentic and reasoning AI from a strategy standpoint. Link is clean — no affiliate tag, nobody paid to be listed.

From basics to custom GPTs, automation, image/video AI, legal & ethics; no prior knowledge required. Link is clean — no affiliate tag, nobody paid to be listed.

ChatGPT, Copilot, Gemini for non-technical staff and 'je onderneming'. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Also 'Artificial Intelligence per il business' (40 h, EUR 2,500 + VAT). Link is clean — no affiliate tag, nobody paid to be listed.

Capstone: an AI roadmap for your organisation. Link is clean — no affiliate tag, nobody paid to be listed.

Senior-executive tier; listed for completeness. Link is clean — no affiliate tag, nobody paid to be listed.

C-suite oriented; priced far above solopreneur budgets, listed for completeness. Link is clean — no affiliate tag, nobody paid to be listed.

Capstone: full AI Governance Plan. Link is clean — no affiliate tag, nobody paid to be listed.

Explicitly for 'leaders of small and medium enterprises'; AI adoption capstone. Link is clean — no affiliate tag, nobody paid to be listed.

Platform-independent (ChatGPT, Claude, Copilot, Gemini); bring your own laptop. Link is clean — no affiliate tag, nobody paid to be listed.

Half-day: build a Custom GPT for your KMO. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Deliverables: charte IA, 30-day plan; RGPD/AI Act aware. Link is clean — no affiliate tag, nobody paid to be listed.

Modules include Building a data & AI strategy and Deploying Agentic AI. Link is clean — no affiliate tag, nobody paid to be listed.

Prompting, ethics & data governance, tools & agents, strategy; ends with a business case. Same track runs at Voka Antwerpen-Waasland. Link is clean — no affiliate tag, nobody paid to be listed.

Led by the Wharton AI & Analytics Initiative; C-suite pricing. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Also bundled with MBA Essentials into a 13-week 'Executive Program in AI Strategy'. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Best short primer for non-technical staff; you pay Coursera monthly, so finish inside the trial or budget for it. Link is clean — no affiliate tag, nobody paid to be listed.

Uses free tiers of ChatGPT, Perplexity, Copilot. Link is clean — no affiliate tag, nobody paid to be listed.

The standard on-ramp to real machine learning; there is no audit option, so the monthly fee is unavoidable. Link is clean — no affiliate tag, nobody paid to be listed.

Business-analytics angle on ML; some hands-on modelling. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

'101 manieren' hands-on workshop for non-copywriters. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Non-coding strategic AI programme with a generative-AI module; 15% promo code EDGE-15 until 7 Oct 2026. Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.

Link is clean — no affiliate tag, nobody paid to be listed.