Advanced Data Analysis Using Excel with AI

Course Description

SkillDynamo’s Advanced Data Analysis Using Excel with AI course develops practical, role-relevant capability in using advanced Excel, Power Query, Power Pivot, AI-assisted analysis, forecasting, dashboards, automation, and validation. The learning path progresses from essential concepts and planning 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, secure working practices, and measurable outcomes.

The content is independently written for SkillDynamo using the supplied source page as the title, update-date, duration, and topic-alignment reference. Learners finish with an applied scenario, documented validation evidence, and a prioritized improvement plan.

What You Will Learn

• Explain and apply data import and source profiling, Power Query cleaning and transformation, advanced formulas and dynamic arrays, quality checks and reusable workflows within Advanced Data Analysis Using Excel with AI.
• Configure, validate, and troubleshoot data import and source profiling, Power Query cleaning and transformation, advanced formulas and dynamic arrays, quality checks and reusable workflows using security, quality, governance, and operational controls.
• Explain and apply data model structure and relationships, calculated columns and measures, aggregation and time-based analysis, model validation and performance within Advanced Data Analysis Using Excel with AI.
• Configure, validate, and troubleshoot data model structure and relationships, calculated columns and measures, aggregation and time-based analysis, model validation and performance using security, quality, governance, and operational controls.
• Explain and apply AI-supported questions and exploration, pattern, anomaly, and trend interpretation, forecasting and scenario analysis, human review, privacy, and bias controls within Advanced Data Analysis Using Excel with AI.
• Configure, validate, and troubleshoot AI-supported questions and exploration, pattern, anomaly, and trend interpretation, forecasting and scenario analysis, human review, privacy, and bias controls using security, quality, governance, and operational controls.
• Explain and apply dynamic dashboards and interactive reporting, automation and repeatable refresh processes, protection, documentation, and auditability, insight communication and improvement plan within Advanced Data Analysis Using Excel with AI.
• Configure, validate, and troubleshoot dynamic dashboards and interactive reporting, automation and repeatable refresh processes, protection, documentation, and auditability, insight communication and improvement plan using security, quality, governance, and operational controls.

SkillDynamo Training Approach

SkillDynamo delivers this course through instructor-led 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, documentation, and communication so the skills transfer confidently into real workplace situations.