Data for Sustainability & Productivity
Samir Saci
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Lean Six Sigma

Replace Minitab with Python to Implement Statistical Tools used for the Lean Six Sigma Approach of Continuous Improvement.
Lean Six Sigma with Python — Chi-Squared Test

Lean Six Sigma with Python — Chi-Squared Test

Perform a Chi-Squared Test to explain a shortage of drivers impacting your transportation network
By Samir Saci Oct 30, 2021
Statistical Sampling for Process Improvement using Python

Statistical Sampling for Process Improvement using Python

Use sample data to estimate the average lead time to process customer orders in the customer service of an elevator parts supplier.
By Samir Saci Sep 28, 2021
Lean Six Sigma with Python — Logistic Regression

Lean Six Sigma with Python — Logistic Regression

Replace Minitab with Python to perform a Logistic Regression to estimate the minimum bonus needed to reach 75% of a productivity target
By Samir Saci Aug 31, 2021
Central Limit Theorem for Process Improvement with Python

Central Limit Theorem for Process Improvement with Python

Estimate the workload for returns management assuming a normal distribution of the number of items per carton received from your stores.
By Samir Saci Aug 24, 2021
Lean Six Sigma with Python — Kruskal Wallis Test

Lean Six Sigma with Python — Kruskal Wallis Test

How to replace Minitab with Python to perform Kruskal Wallis Test evaluating the impact of training on warehouse operators’ productivity
By Samir Saci Aug 9, 2021

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