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Data Collection and Root Cause Analysis
Coursera
Course
Unknown

Data Collection and Root Cause Analysis

SkillUp

Focus on data collection methods and root cause analysis techniques to support Six Sigma Yellow Belt certification and process improvement.

Unknown4 weeksEnglish

About this Course

The course will equip you with the competencies and essential skills required to excel in the American Society for Quality (ASQ) Certified Six Sigma Yellow Belt (CSSYB) exam and contribute to process improvement programs. This course focuses on various data collection tools and techniques to analyze data, identify the root causes of a problem, and explore the concepts of measurement system analysis (MSA), and hypothesis testing. By the end of this course, you will be able to: • Define data

What You'll Learn

  • Define data requirements to gather relevant data from the process using appropriate data collection methods
  • Calculate baseline process performance metrics based on the collected data
  • Analyze data for variations and use data analysis tools and techniques to identify the root causes for the problem or variation

Instructors

S

SkillUp

E

E R Suresh Narain

Topics

Root Cause Analysis
Process Improvement
Process Analysis
Statistical Hypothesis Testing
Six Sigma Methodology
Correlation Analysis
Descriptive Statistics
Regression Analysis
Pareto Chart
Statistical Analysis

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل السبب الجذري
تحسين عمليات
تحليل عمليات
اختبار فرضيات
منهجية Six Sigma
تحليل ارتباط
إحصاءات وصفية
تحليل انحدار
Pareto Chart
Statistical Analysis

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