🗂 Analyst Resource Hub

Python Resources Tools & Scripts Production & Projects SQL & BI Tools

📚 About This Hub & Its Custodian

This site is a living resource, consisting of refined notes and study materials I compiled while earning certifications and building skills in data analysis, Python, SQL, and machine learning.

Created as both a personal reference and a shared learning tool, it’s open to anyone looking to learn—and contributions are always welcome.

Cleaning & QA
Modeling & evaluation
SQL optimization & dashboard design
Project delivery & documentation best practices

Maintained by Garrett Schumacher. Have ideas or spot an issue? Open a ticket on GitHub Issues.

🐍 Python Resources

QuickRefs, EDA, cleaning, modeling, and runnable scripts.

QuickRef Data Wrangling & EDA Cleaning Machine Learning Models

🛠️ Tools & Scripts

Starter scripts and boilerplate for EDA, cleaning, modeling, and utilities.

EDA Scripts Cleaning Scripts Modeling Scripts Utilities

🗄️ SQL & BI Tools

Guidebooks, BigQuery patterns, and Looker Studio best practices.

Guidebooks BigQuery Looker Studio

📦 Production & Projects

Project scaffolds, delivery checklists, and pipelines.

Projects Hub