Microsoft Certified: Fabric Analytics Engineer Associate is a role-based credential from Microsoft for data analytics and modern data platform professionals. It validates the ability to design, build, and manage enterprise-grade analytics solutions on Microsoft Fabric, including the implementation and deployment of analytical assets such as semantic models, data warehouses, and lakehouses. The certification covers core capabilities such as data preparation and transformation, analytics solution implementation, semantic modeling, and querying with SQL, KQL, and DAX, with an emphasis on turning data into actionable insights in real-world business scenarios. As part of Microsoft’s role-based certification portfolio, it is suited for data engineers, analytics engineers, and BI professionals with practical experience in analytics development and solution delivery. AAAdemy provides learning support aligned with the skills outline, including knowledge explanations, structured study plans, learning strategies and exam techniques, and online practice questions to support efficient exam preparation and ongoing updates.