Quality Management for Data Science

This set of documents provides a comprehensive overview of Quality Management principles, tools, and applications, combining a comparative analysis of major methodologies, a strategic SWOT analysis for a startup, and fundamental questions covering quality concepts. The Comparison document contrasts Six Sigma, Toyota Production System (TPS), and Lean Management, detailing their respective approaches to improving efficiency, reducing waste, and enhancing customer satisfaction. The SWOT Analysis presents insights for Merecato, a startup focusing on second-hand goods in Yemen, examining strengths, weaknesses, opportunities, and threats in this market. The Quality Management Questions document consolidates essential quality management terms, methodologies, and tools, covering ISO standards, Lean principles, and various improvement cycles. Together, these documents serve as a robust resource for understanding and applying Quality Management practices across diverse contexts.