Binary Logistic Regression with Minitab

Perform and Analyze the Results of Binary Logistic Regression Analysis using Minitab 19

Created by: Sandeep Kumar, ­ Quality Gurus Inc.
Experienced Quality Director • Six Sigma Coach • Consultant

What Will I Learn?

• Master Binary Logistic Regression, a crucial classification technique in data science, machine learning, and statistics.
• Learn to predict binary outcomes (yes/no, true/false, sick/healthy) based on continuous independent variables.
• Perform and interpret Binary Logistic Regression analysis using Minitab with ease and accuracy.
• Analyze and interpret the Confusion Matrix to evaluate the performance of your model.
• Learn to use the Receiver Operating Characteristic (ROC) Curve for assessing model accuracy.
• Apply your knowledge through project work, such as evaluating the effectiveness of an ad campaign for a new cereal.
• Build a strong foundation in logistic regression to boost your career in data science, machine learning, and statistical analysis.

Requirements

• You should have a good understanding of the Linear and Multiple Regression Analysis
• Else take my Mastering Multiple Regression with Minitab: A Deep Dive course before starting this course.
• You can download 30 days trial version of Minitab for practice from their website

Target audience

• Six Sigma or Data Analysis professionals who want to take their understanding of Regression Analysis to the next level.
• Anyone who wants to get a more in-depth insight into interpreting the Logistic Regression results