Feb 28 · 9 min read · Before diving into the telecommunications customer churn project, I built a solid foundation by working through progressively complex machine learning tasks. Think of it as climbing a staircase, each
Join discussionFeb 8 · 4 min read · The Problem: A $2,349 Mistake Ever bought a used car and wondered, “Did I pay too much?” You’re not alone. The average American overpays by $2,349 when buying a used car—that’s the exact error rate our baseline model started with. But by the end of t...
Join discussionJan 21 · 8 min read · Hey there! Have you ever wondered how real estate companies estimate the value of a home? Or how they can give a ballpark figure before you even step through the door? I recently worked on a machine learning project that does just that—predicting hou...
Join discussionJan 6 · 6 min read · Introduction In the digital age, data tells stories that shape industries, drive decisions, and reveal hidden truths. In this dual-project exploration, I journeyed from the broad landscape of global energy consumption to the hyper-local dynamics of L...
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Nov 18, 2025 · 7 min read · Introduction As a civil engineer, I've always been fascinated by the physical structures that shape our world. But behind every tangible asset is a complex, global network of material sourcing and trade. This project was dear to my heart because it a...
Join discussionNov 12, 2025 · 6 min read · Introduction In a world increasingly defined by the movement of capital and economic interdependence, foreign direct investment (FDI) and gross domestic product (GDP) are two of the most telling indicators of a nation’s economic health. GDP reflects ...
NNube commentedNov 2, 2025 · 7 min read · Introduction Data manipulation is the cornerstone of effective data analysis. Whether you're a data scientist, analyst, or enthusiast, mastering these skills transforms raw, messy data into actionable insights. In this comprehensive article, we'll ex...
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Sep 28, 2025 · 3 min read · Python is one of the most popular programming languages today, loved for its simplicity and power. Whether you’re just starting out or brushing up on the fundamentals, learning how to work with Python modules, error handling, and basic programming ta...
Join discussionSep 13, 2025 · 3 min read · Last week, I deployed myself to the internet. This week? I hit the ground running-It’s been a mix of learning, breakthroughs, challenges and a fair share of “rubbish code” moments and like I said in my first article, I will be spilling all the teas h...
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