Production Process Analysis and Optimization in Excel

An industrial engineering case study focused on production, quality, downtime, machine performance, and optimization Project Overview This project analyzes a simulated production system using Excel from an industrial engineering perspective. The work focuses on output, defects, downtime, machine performance, and optimization, with the goal of turning raw production data into actionable operational insights. Project Objectives…

Retail Sales Analytics and Forecasting Dashboard

A Power BI and Python project where I analyzed retail sales performance, explored the reasons behind low profitability, and built a sales forecast to support future planning. Project Overview In this project, I worked on a retail dataset to understand how the business was performing across products, regions, and time. My goal was not just…

Chapter1 — Lesson 3

2. Variables & Data TypesWarm-up Imagine you’re running a Machine Learning experiment. You need a place to store the accuracy of your model, the name of your dataset, or whether training has finished. Where do you put this information? That’s where variables come in. They’re like labeled containers for your data. Today we’ll explore variables…