Archive Tag: NumPy
16 September 2025
YouTube Success Factors: An EDA
Case Study: YouTube Success Factors — Exploratory Data Analysis Objective Identify what video features, like length, tags, publish time, and category, are linked to higher views and engagement. Data & Approach Used YouTube metadata and performance logs from a Kaggle dataset. Cleaned data (handled missing values, parsed tags and timestamps, converted categories). Ran exploratory data […]
5 August 2025
Mental Health Risk Prediction
This isn’t just another machine learning project. It’s a quiet attempt to solve a loud, often overlooked problem. The Mental Health Prediction Model was born from something personal and something observed; it’s a mix of late-night overthinking and a conversation during a university application meeting on Google. What started as curiosity turned into a realization: […]