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What are the contents of six sigma?

Please find below the contents of Sig sigma programs from KPMG.Course contentsProject Charter, VOC to CTQs, Kano Model, SIPOCProcess Capability, Segmentation & StratificationMeasurement System Analysis (Gage & Attribute R&R)Box Plot, Rolled Through Put Yield, Process Map AnalysisPareto, Concept of Lean, C&I Matrix, Hypothesis TestingCorrelation, TRIZ, C&B Matrix, Mistake Proofing, FMEAProcess Management Charts, SPC, Response PlanFishbone Diagram, Data Collection Plan Normality StudyRun Chart, Control Chart, Sampling Strategy, RegressionHypothesis - Formation, Alpha and Beta Risks; Test of Means, Variances, RatiosHypothesis Testing of One Y,X pair: Chi Square, ANOVA (Analysis of Variance)Analysis of Multiple Variables: Concept of Rational Sub grouping, ANOVA (Analysis of Variance)Case study on Hypothesis testing - Concept of Statistical test flow chartScreen Potential Causes - Design of ExperimentsSignificance of DOE (Design of Experiments) to causationDOE Terminology: Main Effects; Interactions; Factors; Settings; Factorial Designs; Degrees of FreedomIntroduction to Factorial Design- Full and Fractional FactorialFactors and Output; DOE requirements; Setting up a DOE study - understanding Alias TableMain Effects Plot; Interactions Plot, Pareto with Confidence Intervals, significance of Standardized effectChange Management Tools like A-RM-I, GRPI, Stakeholder Analysis, Elevator Speech, Threat and opportunityHope it will help you.

What are the sampling methods?

Sampling is the first step in the process of converting a continuous analog signal to a sequence of digital numbers. This article provides an insight into time and frequency domains of sampled signals. The concept of the spectral window, defined by the sampling process, helps understand digital signals and signal processing.Their are basically three types of Sampling techniques, namely:1. Natural Sampling2. Flat top Sampling3. Ideal Sampling1. Natural Sampling:Natural Sampling is a practical method of sampling in which pulse have finite width equal to τ. Sampling is done in accordance with the carrier signal which is digital in nature.Natural Sampled WaveformFunctional Diagram of Natural SamplerWith the help of functional diagram of a Natural sampler, a sampled signal g(t) is obtained by multiplication of sampling function c(t) and the input signal x(t).Spectrum of Natural Sampled Signal is given by:G(f) = Aτ/ Ts .[ Σ sin c(n fs.τ) X(f-n fs)]2. Flat Top Sampling:Flat top sampling is like natural sampling i.e; practical in nature. In comparison to natural sampling flat top sampling can be easily obtained. In this sampling techniques, the top of the samples remains constant and is equal to the instantaneous value of the message signal x(t) at the start of sampling process. Sample and hold circuit are used in this type of sampling.Block Diagram and WaveformFigure(a), shows functional diagram of a sample hold circuit which is used to generate fat top samples.Figure(b), shows the general waveform of the flat top samples. It can be observed that only starting edge of the pulse represent the instantaneous value of the message signal x(t).Spectrum of Flat top Sampled Signal is given by: G(f) = fs .[ Σ X(f-n fs). H(f)]3. Ideal Sampling:Ideal Sampling Wave formIdeal Sampling is also known as Instantaneous sampling or Impulse Sampling.Train of impulse is used as a carrier signal for ideal sampling. In this sampling technique the sampling function is a train of impulses and the principle used is known as multiplication principle.Here,Figure (a), represent message signal or input signal or signal to be sampled.Figure (b), represent the sampling function.Figure (c), represent the resultant signal.Spectrum of IdealSampled Signal is given by: G(f) = fs .[ Σ X(f-n fs)]NYQUIST RATE:Nyquist rate is the rate at which sampling of a signal is done so that overlapping of frequency does not take place. When the sampling rate become exactly equal to 2fm samples per second, then the specific rate is known as Nyquist rate. It is also know aas the minimum sampling rate and given by: fs=2fmEffect of Under sampling: ALIASINGIt is the effect in which overlapping of a frequency components takes place at the frequency higher than Nyquist rate. Signal loss may occur due to aliasing effect. We can say that aliasing is the phenomena in which a high frequency component in the frequency spectrum of a signal takes identity of a lower frequency component in the same spectrum of the sampled signal.Because of overlapping due to process of aliasing, sometimes it is not possible to overcome the sampled signal x(t) from the sampled signal g(t) by applying the process of low pass filtering since the spectral components in the overlap regions . hence this causes the signal to destroy.The Effect of Aliasing can be reduced:1) Pre alias filter must be used to limit band of frequency of the required signal fm Hz.2) Sampling frequency fs must be selected such that fs > 2fm.Thanks for Reading

What is the Six Sigma belt course?

11 Objectives of Six Sigma Green Belt Certification TrainingAre you looking to get a Six Sigma Green Belt Certification? So you must know that Six Sigma is a methodological strategy by which errors in a company’s current processes and plans are identified and strategies to rectify the same are formulated. It is fact-based technique, involving a lot of data handling, which provides scientific results for cost cutting and reduction in waste of resources. Six Sigma Green Belt certification enables an individual to execute this methodical strategy. Today, many organizations, large and small scale, are applying Six Sigma to ensure improved, faster and cheaper services to their consumers without compromising on the quality quotient.Implementation of Six Sigma requires professionals who have been trained in the program and have had exposure to practically applying the concepts in different organizations across industries to know how to go about its application on the job. Generally, the first step here is Six Sigma Green Belt certification. In this article, we are going to explore what Six Sigma Green Belt Certification is with all aspects.Six Sigma Green Belt Certification TrainingSix Sigma Green Belt certification training or Lean training course normally revolves around D-M-A-I-C framework. You can learn the basics of Lean Six Sigma and Lean Six Sigma Green Belt Certification with the help of a free Lean Six Sigma course. The list of topics across D-M-A-I-C framework, that are normally covered in Six Sigma Green Belt certification training are as follows:Change ManagementProject charter, Voice Of the Customer (VOC) to Critical-To-Quality (CTQ), KANO Model, SIPOC diagramProcess capability, Segmentation and Stratification, Sampling strategyMeasurement System AnalysisBox Plot, Rolled Throughput Yield (RTY), Process MapPareto, Concept of LEAN, Hypothesis TestingCorrelation, Mistake-proofing, FMEAProcess Management Charts, Statistical Process Control (SPC)Fishbone Diagram, Data Collection Plan (DCP), Normality studyRun Chart, Control Chart, RegressionNormally, Master Black Belts are responsible for imparting knowledge to help Green Belt level and Black Belt level learners in improvising on their projects. Master Black Belts apply their skills in an organization by coaching other employees and helping them achieve the Six Sigma Green Belt Certification and Six Sigma Black Belt certification without the company having to spend on training separately.3 Qualities For Getting The Six Sigma Green Belt CertificationFor the purpose of acquiring Six Sigma Green Belt certification, aspirants must;Spend at least 30% to 40% of their production time on process improvement initiatives or activitiesBe able to solve quality related issuesWork on Six Sigma, LEAN, KAIZEN or other quality improvement projectsAmerican Society for Quality (ASQ) and International Association for Six Sigma Certification (IASSC) are globally recognized leaders in offering Six Sigma Green Belt certification. As a professional association, ASQ or IASSC helps advance the professional development, credentials, knowledge and information services, membership community, and advocacy on behalf of its more than 2,00,000+ members worldwide.Read the full post: 11 Objectives of Six Sigma Green Belt Certification Training - Master of Project Academy Blog

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