Andy Upton's repositories
big-data-engineering-project
Big Data Engineering practice project, including ETL with Airflow and Spark using AWS S3 and EMR
PySpark_guides
Reference and learning notebooks on the use of Spark for ML and analytical applications
archy-multilayer-nets
Mutlilayer Social Networks Created from Archaeological Data
Archytransmission
Files based on Eerkens and Bettinger (2008) statistical model for assessing cultural transmission from continuous archaeological data
LA_ICP_MS-Routines_FMNH
Routines to read and analyze LA-ICP-MS data from the Field Museum's Elemental Analysis Facility
Ceramic_Dashboard
Dashboard showing ceramic EDA and interaction network construction in the Late Prehistoric CIRV
Chicago_rideshare_at_scale
Forecasting rideshare demand in Chicago with AWS EMR and Pyspark
cRaggy_2018_submission
Submission to the Cascadia R Conf cRaggy
hike.pnw
Personalized PNW hiking trail recommendations
Data_Science_Challenge_Notebooks
Jupyter notebooks working through various data science challenges
deep-learning-practice
Repo showing practice deep learning applications/projects
pandas-profiling
Create HTML profiling reports from pandas DataFrame objects
Practice_Notebooks
Practicing Data Science Concepts in R and Python
Risk-Modeling-and-Fraud-Detection
Collection of resources for cutting edge approaches to risk modeling and fraud detection
websiteblogcode
Code for blogs @ andyupton.net