From Data to Discovery: My Journey to Predicting Heart Disease Risk with Feature Engineering and Ensemble LearningWelcome to my journey! Over the past two weeks, I’ve been immersed in what feels like both a challenge and a calling — designing a research project that harnesses machine learning to improve cardiovascular disease (CVD) risk prediction using feature ...Oct 15, 2025 · 3 min readpushing-beyond-notebook-code.hashnode.dev
From Functions to Modules and Packages: Exploring Python’s Power Beyond Week 2Image gotten from Scalar By the end of week 2, we had a good grasp of functions and classes. We saw how functions allow us to reuse code instead of writing the same logic again and again, and how classes help us organize code into blueprints for crea...Sep 28, 2025 · 5 min readpushing-beyond-notebook-code.hashnode.dev
Object-Oriented Programming: A Simple WalkthroughThis week, we dived into the world of Object-Oriented Programming (OOP) and iterators in Python. At first, it sounded like a heavy topic, but step by step we broke it down into simple, practical lessons. By the end of the week, we had explored everyt...Sep 21, 2025 · 4 min readpushing-beyond-notebook-code.hashnode.dev
Starting Out with Dataraflow: My Learning Experience🚀 My First Week with Dataraflow What a week it has been! We finally wrapped up our very first week with Dataraflow, and honestly, it was quite the experience 😃. From the onboarding session to team organization, setting up tools, and diving into int...Sep 13, 2025 · 3 min readpushing-beyond-notebook-code.hashnode.dev
