Six Sigma Black Belt (with Excel): From DMAIC to Control (Udemy)

Become a data-driven improvement leader. Apply DMAIC with Excel—define CTQs, analyze variation with statistical tests, run capability and DOE, and lock gains with robust control plans.

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Why take this Black Belt course

  • End-to-end DMAIC with real data scenarios and decision criteria.
  • Excel-driven analysis—no specialized software required to start.
  • Advanced quality methods: capability, DOE, regression/ANOVA, non-normal data handling.
  • Control and sustainability: control charts, reaction plans, FMEA, mistake-proofing.
  • Business impact: link projects to cost, throughput, and customer CTQs.

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What you will learn (highlights)

  • Define: CTQ, voice of customer, SIPOC, project charters
  • Measure: data plans, MSA (gage R&R), baseline sigma
  • Analyze: Pareto, cause-and-effect, hypothesis testing
  • Capability: Cp/Cpk, Pp/Ppk, normal & non-normal data
  • Improve: DOE basics, regression/ANOVA, optimization
  • Lean tools: waste, value stream, flow, takt basics
  • Control: SPC charts (X̄-R, I-MR, p/np, c/u), reaction plans
  • Risk: FMEA, control plans, mistake-proofing concepts
  • Financials: benefits tracking and hard-savings logic
  • Storyboarding: executive-ready project reports

Excel toolkits you’ll use

Data cleaning & checks (filters, IFs, pivot tables)
MSA templates (gage R&R, bias/linearity)
Hypothesis tests (t, ANOVA, chi-square) with add-ins
Capability calculators (Cp/Cpk, Pp/Ppk)
SPC chart builders (I-MR, X̄-R, p/np, c/u)

Who this is for

Improvement leaders, quality managers, process/production engineers, operations analysts, and PMs who want rigorous statistical problem-solving with practical Excel workflows.

Results you can expect

Diagnose variation and quantify impact on CTQs
Run hypothesis tests and capability with confidence
Design and analyze simple experiments for improvement
Sustain gains with SPC, reaction plans, and FMEA

Have questions or corporate training needs? Contact EDDS Consulting.

FAQs

Do I need specialized software?

No. The course demonstrates analysis using Microsoft Excel; optional add-ins may be used for some statistical tests.

Is prior Six Sigma experience required?

Familiarity with basic statistics helps, but the DMAIC flow and tools are explained progressively for motivated learners.

Do I get a certificate?

Udemy provides a certificate of completion after you finish the course. (Professional BB certifications are issued by separate bodies.)

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