Tara Nguyen's repositories
english-premier-league-datasets-for-10-seasons
Clean datasets for 10 seasons of the English Premier League, including league tables, match stats, and head-to-head performances
english-premier-league-random-forest-analysis
Random forest analysis of match statistics and team performances in five seasons of the English Premier League (EPL)
soccer-competitiveness-k-means-clustering
Using exploratory data analysis and k-means clustering to analyze competitive balance in soccer/football
codecademy-marketing-attribution
SQL code for querying first- and last-touch attributions
codecademy-user-churn
SQL code for calculating user churn rates
crypto-data
Python scripts for extracting and transforming data to be used in Dotinsights' deep dive reports
github-slideshow
A robot powered training repository :robot:
modern-data-architecture
Follow along with materials in the book "Modern Data Architectures with Python: A practical guide to building and deploying data pipelines, data warehouses and data lakes" (Lipp, 2023)
pygame-football
Python code for a mini-game of football/soccer
r-data-cleaning
"Data Cleaning in R" lesson from Codecademy
software-development
Lecture notes and assignments from the course Fundamentals of Software Development at UCLA Extension
sql-analyze-business-metrics
SQL code for Codecademy course "How to Analyze Business Metrics with SQL"
sql-how-to-transform-tables
SQL code for Codecademy course "How to Transform Tables with SQL"