Blogs & Portfolio
Boston Marathon: A Statistical Analysis
As a passionate runner myself, I’m always interested in knowing more about the marathon and in particular the data analysis part of it. So, I decided to look around on the internet to see if there are interesting datasets about this epic distance and its participants.
Text Clustering and Labeling
I stumbled upon a dataset with over 8000 rows, all containing tips that had been sent out by a Dog Trainer to her clients. This list was not classified or labeled and it contained many duplicates. This caused the trainer to spend lots of time connecting the right tip(s).
Credit Card Fraud Detection
Credit card fraud is a major challenge nowadays, with cybercriminals using advanced techniques to exploit vulnerabilities in the system. However, armed with knowledge, awareness, and proactive measures, we can strengthen ourselves against the threat of fraudulent activities.
Sales Forecasting with Prophet
In this blog I delve into Sales Forecasting using Prophet, a library by Meta. The blog walks you through data preparation, model building and evaluation. My insights offer practical tips on how to optimize inventory, and balance marketing plans and warehouse staff.
House Value Prediction with ML
Join me into the exciting world of predictive modeling in real estate ! I used Kaggle’s House Prices dataset to build a powerful machine learning model that predicts house prices. Let me show you which the steps I took to reach my goal and how I uncovered key market insights.
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