Projects Posts

Build a Spam Email Classifier from Scratch with Python
PROJECTS
Build a Spam Email Classifier from Scratch with Python

A hands-on walkthrough of building a spam email classifier in Python, covering text cleaning, feature extraction, training a baseline model, and...

Machine Learning for Local Businesses: A Demand Forecasting Case Study
PROJECTS
Machine Learning for Local Businesses: A Demand Forecasting Case Study

An illustrative case study of a small bakery that replaced gut-feel production decisions with a simple demand forecasting model — cutting waste...

How to Use Machine Learning to Predict Holiday Shopping Trends
PROJECTS
How to Use Machine Learning to Predict Holiday Shopping Trends

A practical walkthrough of a holiday sales forecasting project: choosing a decision to support, preparing retail data, engineering calendar...