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Coursera

Six Sigma Black Belt: Analyze, Improve & Control

EDUCBA via Coursera

Overview

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Learners completing this course will be able to analyze process variation, apply Lean and Six Sigma principles, evaluate project selection methods, interpret statistical data, predict process outcomes using regression, and validate improvements through hypothesis testing. This comprehensive program provides a step-by-step pathway from foundational awareness of Six Sigma and Lean tools, through project and process management, to advanced data-driven decision-making techniques. You’ll gain hands-on exposure to essential tools such as histograms, control charts, correlation, regression, and hypothesis testing, while also learning to manage CTQ (Critical to Quality) factors, optimize processes, and apply Just-In-Time (JIT) and 5S frameworks. Unlike standard Six Sigma courses, this program integrates real-world case examples, practical Excel applications, and clear guidelines for selecting the right tests and determining accurate sample sizes. By the end, learners will not only understand Six Sigma methodologies but also be prepared to apply, evaluate, and improve organizational quality processes with confidence. This course is designed to prepare you for Certified Six Sigma Black Belt 2025 standards, ensuring your skills remain relevant, measurable, and industry-ready.

Syllabus

  • Foundations of Six Sigma Excellence
    • This module introduces learners to the core foundations of Six Sigma, highlighting its history, principles, and integration with Lean methodology. Learners will explore the prestige of Six Sigma certifications, understand the differences between Lean and Six Sigma, and identify key process improvement methods such as the Seven Wastes (Muda) and Just-In-Time (JIT). By mastering these essentials, participants build a strong knowledge base for applying Six Sigma to real-world quality improvement initiatives.
  • Processes, Projects & Quality
    • This module explores the practical application of Six Sigma in defining processes, assigning ownership, and aligning quality outcomes with organizational goals. Learners will gain insights into process components, project frameworks, and the importance of CTQ (Critical to Quality) and CTC (Critical to Customer) factors. Additionally, the module emphasizes structured project selection methods and the use of statistics to ensure that limited resources are directed toward the most impactful quality improvement initiatives.
  • Data-Driven Six Sigma Mastery
    • This module equips learners with advanced statistical tools and data-driven techniques essential for Six Sigma mastery. Participants will explore graphical analysis, probability concepts, and normality testing to evaluate process performance. The module also covers correlation, regression, and handling of non-normal distributions, enabling practitioners to build predictive models and uncover relationships within data. Finally, learners will apply hypothesis testing, determine correct sample sizes, and set statistical guidelines to ensure reliable, evidence-based decision-making in quality improvement projects.

Taught by

EDUCBA

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5 rating at Coursera based on 13 ratings

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