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Ryan Schraeder's Projects

covid-19-analysis icon covid-19-analysis

Repo consisting of all project files for my personal exploratory data analysis and prediction model for COVID-19.

dataflow-ops icon dataflow-ops

Project demonstrating how to automate Prefect 2.0 deployments to AWS ECS Fargate

nhl-database icon nhl-database

Data engineering project utilizing AWS ECS Fargate, CloudFormation (IaC), Snowflake, Docker, Python, SQL, dbt and Prefect to build a data warehouse in Snowflake for accessibility of NHL data.

nhlmatchuppredictor icon nhlmatchuppredictor

Streamlit app utilizing my data sourced from Snowflake to provide a generated analysis and potential outcome of an NHL team matchup

pandas-homework icon pandas-homework

Using pandas to extract data for a fictional MMO RPG videogame to analyze microtransactions and transform data into deliverables.

spotipy icon spotipy

Machine Learning experimentation with Spotify's API using Kaggle Spotify dataset

stanleycuppredictions icon stanleycuppredictions

Predicting Stanley Cup outcomes using regular season game statistics, team statistics, and historical outcomes.

team-aurora-marvels icon team-aurora-marvels

Group collaborative project involving data analyses upon Marvel MCU vs. DC demographics, international sales, and popular trends.

time-series-forecast icon time-series-forecast

Using time-series forecasting methods to predict housing prices based upon Chicago data.

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