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DMAIC Roadmap step by step and common Tools to be used for each step • Six Sigma DMAIC step by step - Define... 001 A summary of Data and Statistic • 001 Data and Statistic - What are dat... 002 Types of data • 002 Types of data. Attributes and Var... 003 The important of graphs for analyzing data • 003 Using graphs to analyze data. Why... 004 Bar charts, Pareto charts and Pie charts • 004 Bar charts, Pareto charts and Pie... 005 Histogram and Dot plots • 005 Histogram and Dot plots |Lean Six... Create Histogram with Normal curve overlay in Excel • How to Create a Histogram with Normal... 006 Individual Value Plots • 006 Individual Value Plots |Lean Six ... 007 Box plots • 007 Box plots - What Why When and How... 008. Time Series Plots • 008 Time Series Plots - What When Why... 009 Statistical Inference - Population vs Sample 010 Randome sample • 009 Statistical Inference-Population ... 011 Sampling distribution • 011 Sampling Distribution-Central Li... 012 Normal distribution • 012 Normal Distribution - t Distribut... 013 Confidence intervals , Confidence levels • 013 Confidence Intervals - Confidence... 014 Hypothesis testing - basic concept • 014 Hypothesis testing - Basic concep... Critical to quality • Critical to quality VOC to CTQs lean ... What is Voice of Customer(VOC) • Voice of Customer(VOC)-Critical to Qu... Why lean? What is lean? • Why lean? What is lean? full explanat... Why six sigma? What is six sigma? • Why six sigma? What is six sigma? Six Sigma Certification Tollgate Checklist • Six Sigma Certification Tollgate Chec... Process Capability, Capability indices, Cpk vs. Ppk, Capability Sixpack analysis • Process Capability, Capability indice... Conduct normality test with Excel • Normality test - calculating p-value ... Calculate StDev(Within), StDev(Overall) , Cp, Cpk using MS Excel • Subgroup greater than 1 Calculating S... Create Normal Curve - Distribution plot - Bell Curve - Normal Distribution graph in Excel in 5 steps • How to Create a Normal Curve - Distri...