Data Scientist: A Checklist to Becoming One
A comprehensive guide to becoming a data scientist, covering essential skills in math, programming, and business application with practical learning resource...
Posts by Year
2020
Supervised Learning: Donor Classification
A complete machine learning project implementing donor classification using multiple algorithms including Gradient Boosting, with detailed EDA, feature engin...
Unsupervised Learning: Identify Customer Segmentation
Summary: In this project, I identify segments of the population that form the core customer base for a mail-order sales company in Germany, Bertelsmann Arvat...
2018
Supervised Learning: Predicting Movements in Social Security Filings
Summary: Through the collection of data related to the US Financial System, I evaluate changes in the number of people receiving social security retirement b...