Paul Zuradzki's repositories
autos_db_modeling
Exercise in database modeling, schema design, and ETL with small auto dealer dataset to show ERD diagramming, schema definitions using an ORM, and migrations to apply changes.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
aws-mwaa-local-runner
This repository provides a command line interface (CLI) utility that replicates an Amazon Managed Workflows for Apache Airflow (MWAA) environment locally.
chronic_conditions
Code and terminology datasets for generating chronic condition flags on your patient population.
claims_preprocessing
Code for profiling and transforming your raw claims data into the Tuva data model with concepts for downstream analytics.
ClassEnroller
Automates enrolling on a class right after getting an email that says there's availability
data-pipelines-with-apache-airflow
Code for Data Pipelines with Apache Airflow
gh-actions-in-action
Testing Github Actions
hls-payer-mrf-sparkstreaming
Spark Structured Streaming for Payer MRF use case
hpt-validator-tool
Validator tool for CMS Hospital Price Transparency machine-readable files
numpy-financial
Standalone package of the NumPy financial functions
property-based-testing-examples
Exploration of property-based testing with Hypothesis and comparison to conventional tests
publishing-python-packages
Examples and exercises for Publishing Python Packages from Manning Books 🐍 📦 ⬆️
pytest_docker_tools_demo
Demo of pytest_docker_tools to spin up local Postgres DB for testing.
readmissions
Code and terminology datasets for generating the CMS readmission measures.
rlci
🦀 λ Overly-documented Rust-powered Lambda Calculus Interpreter.
schema-and-erd-demo
A demonstration of schema creation and entity relationship diagramming with Python SQLAlchemy.
scheme-interpreter-in-haskell
Write You a Scheme
terminology
Source of truth for all terminology datasets in the Tuva Project.
zero_to_gpt
Go from no deep learning knowledge to implementing GPT.