Data Analysis in Python for Lean Six Sigma Professionals

Name: Data Analysis in Python for Lean Six Sigma Professionals
Rating: 4.3 (67 reviews)

Perform Six Sigma Data Analysis using Python like Data Scientists - No Programming Exp Needed - Download Source Files

Last updated 2/2026

English

What you'll learn

8 sections • 31 lectures • 4h 40m total length

Introduction3:13
This is an intro lecture on Data Analysis in Python for Lean Six Sigma Professionals
Six Sigma Data Analysis covered in Python in this Course3:41
Learn the tools for Lean Six Sigma Data Analysis in Python
Introduction to Python11:02
Introduction to Python for Lean Six Sigma Data Analysis

Installing Python7:20
Learn the procedure to install Python for Lean Six Sigma Data Analysis
Getting Started with Jupyter I8:16
Learn to install Jupyter for Lean Six Sigma Data Analysis
Getting Started with Jupyter II12:34
Continuation of previous lecture
Data Types in Python13:39
Learn the data types in Python for Lean Six Sigma Data Analysis
Python Packages7:04
Learn the Python packages for Lean Six Sigma Data Analysis
Numpy Basics12:50
Learn Numpy basics for Lean Six Sigma Data Analysis in Python
Pandas Basics16:30
Learn Panda basics for Lean Six Sigma Data Analysis in Python
Data Clean up using Pandas14:34
Learn data clean up in Pandas for Lean Six Sigma Data Analysis in Python

Descriptive Statistics in Python5:31
Learn descriptive statistics for Lean Six Sigma Data Analysis in Python
Plotting Histogram in Python13:13
Learn to plot Histogram in Python for Lean Six Sigma Data Analysis in Python
Computing Confidence Interval in Python4:59
Learn to compute confidence interval in Python for Lean Six Sigma Data Analysis
Normality Tests in Python11:52
Learn Normality Test in Python for Lean Six Sigma Data Analysis

Perform 1 t Test in Python5:37
Learn to perform 1t Test in Python for Lean Six Sigma Data Analysis
Perform 2 t Test in Python9:17
Learn to perform 2 t Test in Python for Lean Six Sigma Data Analysis
Perform Paired t Test in Python7:29
Learn to perform Paired t Test in Python for Lean Six Sigma Data Analysis
Perform ANOVA in Python10:59
Learn to perform ANOVA in Python for Lean Six Sigma Data Analysis
Perform Chi-square test in Python8:48
Learn to perform Chi-square test in Python for Lean Six Sigma Data Analysis
Perform 1P Test in Python7:27
Learn to perform 1P test in Python for Lean Six Sigma Data Analysis
Perform 2P Test in Python4:25
Learn to perform 2P test in Python for Lean Six Sigma Data Analysis
Creating Scatter Diagram in Python10:38
Learn to create Scatter Diagram in Python for Lean Six Sigma Data Analysis
Computing Correlation Coefficient in Python9:08
Learn to compute Correlation coefficient in Python for Lean Six Sigma Data Analysis
Regression in Python12:47
Learn to perform Regression in Python for Lean Six Sigma Data Analysis

Prior knowledge of the Six Sigma Analysis tools is needed.
If you don't have Green Belt Level proficiency, then register for "Lean Six Sigma Green Belt Course with Python" course instead

Why you should consider this PYTHON course?

As a Lean Six Sigma Professional, you are already aware how to perform Six Sigma Data Analysis & Discovery using Minitab, Excel, JMP or SPSS
Data Science is a skill in demand and you have an added advantage due to your prior Six Sigma Data Analysis proficiency
But without able to perform all the analysis in Python, you at Big Dis-advantage

What you will Get in this Course?

Step-by-Step Procedure starting with Python installation to perform all the below Six Sigma Data Analysis
No Programing Experience Needed
Learn data manipulation prior to analysis
Exposure to various Python Packages mentioned below
Download all Python Source Files
One End to End Six Sigma Analysis Case Study

Course Curriculum

Six Sigma Tools Covered using Python

Python Packages