NYNanfe Yarnapinnanfeml.hashnode.dev·Mar 1 · 8 min readFrom Single Trees to Forests: What Week 18 Taught Me About Building Explainable AIWhen I started Week 18, I thought the hard part would be the code. I was wrong. The code, it turns out, was the easy part. The harder — and more rewarding — part was learning to read what the models w00
NYNanfe Yarnapinnanfeml.hashnode.dev·Mar 1 · 10 min readKNN, SVM, and Naive Bayes — What Classification Algorithms Taught Me Beyond the CodeWeek 17 was a different kind of challenge. After spending previous weeks deep in regression and ensemble methods, this assignment shifted focus entirely to classification algorithms — specifically K-N00
NYNanfe Yarnapinnanfeml.hashnode.dev·Mar 1 · 7 min readFrom Bugs to Breakthroughs: Reflecting on My End-to-End ML Take-Home ExerciseThis week's take-home assignment pushed me further than I expected — and not just technically. It was a full end-to-end machine learning exercise spanning regression, binary classification, multi-clas00
NYNanfe Yarnapinnanfeml.hashnode.dev·Jan 26 · 13 min readBuilding a Product Analytics Pipeline from Web-Scraped Book DataIntroduction Week 13 of the DataraFlow programme marks another important milestone after two weeks of intense work on group presentations and pitching our ideas to a panel of investors. This week, however, have moved up! We’re scraping a webpage usin...00
NYNanfe Yarnapinnanfeml.hashnode.dev·Oct 31, 2025 · 6 min readThe Science of SunshineWhen we talk about Data Analysis, most people picture fraud detection systems, stock prediction dashboards, or complex machine learning models humming in a server somewhere. But what if I told you that data analysis could also mean... planning a vaca...00
