[Free] Six Sigma Black Belt Level Regression Analysis

Get ready for ASQ & IASSC Six Sigma Black Belt Certification BoK Topic | Get a Primer on Predictive Modeling

Added on June 8, 2026 Business 1 min read

Requirements

Real Life Scenario Based Exposure to following tools and concepts
Scatter Diagrams, Correlation, Co-correlation & Multicollinearity
Multiple Linear Regression – Line of Best Fit, Least Sq Method, Best Sub-set Metho
Logistic Regression using Logit Function
Residual Analysis
Terms such as: Pearson's Correlation, Spearman's Rho, VIF, R-sq, R-sq (adj), R-sq (pred), S Value, Mallow's Cp
Confidence Band and Prediction Band

Description

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 are you going to get: