Decision Making Using Data Analytics

Course Description

This SkillDynamo course develops practical, role-relevant capability in using data analytics to frame decisions, select measures, analyze evidence, compare options, communicate recommendations, and monitor business outcomes. 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

• Define the decision, stakeholders, options, constraints, risks, timing, data needs, and measurable success criteria
• Select relevant KPIs, dimensions, baselines, targets, data sources, definitions, and quality controls
• Use descriptive, diagnostic, trend, variance, segmentation, contribution, and scenario analysis to compare alternatives
• Recognize correlation limits, uncertainty, bias, outliers, missing data, confounding factors, and evidence gaps
• Create Power BI visuals, filters, drill paths, comparisons, narratives, and decision-focused dashboard views
• Explain findings with context, confidence, trade-offs, assumptions, limitations, and practical implications
• Recommend an option with benefits, risks, costs, dependencies, ownership, timelines, and contingency actions
• Define monitoring indicators, review cadence, feedback, corrective thresholds, and continuous-improvement steps

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.