data-distributions

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Personal Data Science notes organised in Obsidian — including Machine Learning, Deep Learning, Natural Language Processing, Python, and Statistics.

Course materials for CDS 101: Introduction to Computational and Data Sciences, offered at George Mason University

This project focuses on analyzing the relationship between payment methods and fare amounts through statistical analysis, hypothesis testing, linear regression and finding actionable insights that can help taxi drivers increase their earnings based on preferred payment methods.

Estimate conditional probabilities, compare data distributions, and perform data transformations to analyze employee absences

A class used to generate numbers based on various distributions

Analyze marketing campaign data related to new financial products. Discover linear and logistic regression models, and explore the relationships between the different features in the data