Online Course: Six Sigma Black Belt Level Regression Analysis

Online Course: Six Sigma Black Belt Level Regression Analysis

If you are a Six Sigma Black Belt Aspirant or simply a Six Sigma Aspirant, you will find this course of real help. Here's why: Regression Analysis is a topic of importance in ASQ and IASSC Certification Tests. With this course, you will be able to answer quite a few questions and easily add few marks. That's guaranteed!

If you a machine learning enthusiast, then you already know that one of the foundation pillars of Machine Learning & Predictive Modeling is Statistical Modeling (& Regression Analysis). If you don't have a formal education in statistics or modeling, but have a strong programming background, this course will serve as a primer, explaining the concepts, (without coding). Of course, in Machine Learning there are other models & algorithms that is not in the scope of this course.

What will you learn?

• • Build Predictive Models based on Multiple Linear and Logistic Regression
  • Analyze and Interpret results of Regression Models

Target Audience

• • • Six Sigma Black Belt Aspirants
    • Six Sigma Aspirants, in general
    • Machine Learning & Statistical Modeling Enthusiasts

Course Curriculum

• • Correlation & Scatter Diagram
  • Single Linear Regression using Line of Best Fit
  • Multiple Linear Regression with Best sub-set method
  • Residual Analysis
  • Various Statistics : R-sq, R-sq(Adj), R-sq(Pred), S Value, Mallow's Cp, VIF
  • Multi-collinearity
  • Spearman's Coefficient
  • Logistic Regression using Logit function
  • Predictive Analytics

Course Validity

30 Days

We conduct Lean Six Sigma classroom training and workshop for corporates located in Chennai, Bangalore, Mumbai, Delhi and across India.

If you are looking for Lean Six Sigma consultant and information on the above services, contact us.

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