Artificial Intelligence in Power Platform

Course Description

This SkillDynamo course develops practical, role-relevant capability in applying AI Builder and Power Platform to document processing, prediction, language, vision, automation, governance, and responsible AI scenarios. The learning path progresses from essential concepts and planning to implementation, validation, troubleshooting, and operational use.

Learners work through realistic scenarios, guided demonstrations, applied exercises, and evidence-based reviews. Every topic is connected to workplace responsibilities, common risks, quality controls, and measurable outcomes.

The course helps professionals make informed decisions, identify failure points, communicate results, and create an actionable improvement plan for future projects.

What You Will Learn

• Identify suitable AI scenarios, users, data, outcomes, confidence requirements, risks, and human review points
• Explain AI Builder, Dataverse, Power Apps, Power Automate, connectors, environments, and licensing considerations
• Prepare training and operational data for document, prediction, category, extraction, and vision models
• Create, train, evaluate, publish, and manage models with quality and acceptance criteria
• Use model outputs in applications, cloud flows, approvals, notifications, and exception workflows
• Handle confidence scores, missing data, retries, errors, security, and human validation
• Apply environment strategy, permissions, DLP, privacy, fairness, transparency, audit, and lifecycle controls
• Monitor usage, model quality, failures, drift, cost, support, and continuous improvement

SkillDynamo Training Approach

SkillDynamo delivers this course through demonstrations, hands-on exercises, scenario analysis, validation checklists, structured troubleshooting, solution reviews, and a final improvement plan. Learners repeatedly practice planning, implementation, evidence collection, testing, correction, and communication so the skills transfer confidently into real workplace situations.