Loading a CSV file from S3 to an Aurora RDS instance
For something that seems like it would be common, it was surprisingly hard to load a CSV file into a table on an Aurora RDS instance. »
Generative Adverserial Networks (GANs): Creating Data from Noise
Generative Adversarial Networks are a relatively new technique. Introduced in 2014 by Ian Goodfellow (of Open AI), he proposed a new unsupervised learning technique that uses »
Creating a new subnet group for AWS Aurora instances
I recently tried to create an AWS Aurora instance and kept getting this error message: You cannot specify more than 3 availability zones (Service: AmazonRDS; Status »
Predicting Daily Fantasy Baseball Scores
Over three years ago I started building a model to predict daily fantasy baseball scores. Over the first year and a half, I did a ton »
Visualizing College Data Using Parallel Coordinates
My most recent assignment we were given a dataset and asked to create a visualization that would help students select a college to go to. After »