Lean Six Sigma with Python — Kruskal Wallis Test
Analyzing Electric Circuit Board Defect Dataset for Statistical Process Control using various Quality Tools & Techniques for the enhancement of Quality Control in a Manufacturing Setting.
Project to predict price pass-through, contributing to the company's Revenue area, to predict the ideal SKU value based on various market and competitive variables.
A curated collection of focused mini-projects across Data Science, Machine Learning, Statistics and Automation. Highlights specific technical challenges, rapid prototyping, and experimental implementations.
Data Analysis Portfolio showcasing projects in Python, SQL, Excel, Machine Learning, Minitab and even more. Includes Kaggle courses, practical exercises, and certified training. Constantly updated to reflect growth in data analysis and related tools.
Multivariate Data Analysis | Spring 2023
This repository presents a real-world simulation of TPM implementation and visual control mechanisms within a steel manufacturing plant, leveraging Minitab for analysis and performance monitoring
Lean 6σ Green Belt Project: Process Improvement at Zoni Footwear Company using DMAIC Approach
Lean Six Sigma with Python — Logistic Regression
This repository presents a real-world Make-To-Stock (MTS) supply chain issue in an FMCG retail environment.
Portafolio de Análisis de Datos con proyectos en Python, SQL, Excel, Machine Learning, Minitab y mucho más. Incluye cursos de Kaggle, prácticas y certificaciones. Se actualiza constantemente para reflejar mi crecimiento en análisis de datos y herramientas afines.
Notes, assignments, and code from my Statistics coursework at Comilla University.
Begleitmaterial zu NOT-Statistik (Ausgabe 1 von 2015)
A repository with our team's SAS Optimization Challenge project in BAIM master program at Krannert School of Management, Purdue University.
A Designed Experiment to Optimize LEGO Race Car Performance by analyzing key factors like wheelbase, tires, and weight distribution. Includes detailed DOE analysis, cost-effectiveness insights, and visualizations for maximizing distance on a ramp.
Statistical process control and process capability analysis of a pretzel manufacturing system using control charts, hypothesis testing, and Six Sigma methods.
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