© 2026 Hashnode
Decision Tree & Random Forest Classification Employee attrition is one of the most expensive silent risks in any organization. Replacing talent costs money, time, productivity, and morale. In this project, I built a complete machine learning pipeline...

Week 18 of Dataraflow emphasized the importance of interpretability in machine learning, focusing on Decision Trees and Random Forests. Unlike "black box" algorithms, Decision Trees offer clear, human-like decision paths, making them invaluable for b...

Most financial mistakes don’t feel like mistakes when they happen. They’re usually small decisions — delayed planning, ignored reviews, emotional reactions — that seem harmless in the moment but compound over time. Some patterns I see repeatedly: Pe...
