PL-7004: Implement AI Models with Microsoft Power Platform AI Builder

Course Description

SkillDynamo’s PL-7004: Implement AI Models with Microsoft Power Platform AI Builder course develops practical, role-relevant capability in implementing AI Builder models for document processing, prediction, recognition, application integration, automation, and responsible governance. The learning path progresses from planning and essential concepts to implementation, validation, troubleshooting, and operational use.

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

The course helps professionals build dependable skills, explain their decisions, identify failure points, and create an actionable improvement plan that can be applied to future projects.

What You Will Learn

• Identify prebuilt and custom AI Builder model capabilities
• Select use cases based on value, feasibility, risk, confidence, and human oversight
• Prepare, label, secure, validate, and split training and test data
• Create, train, test, publish, and version document, prediction, or recognition models
• Interpret confidence, errors, weak classes, precision, recall, and data gaps
• Define acceptance criteria and low-confidence handling
• Use model predictions in canvas or model-driven applications
• Call AI Builder actions in flows and store structured outputs

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.