prediction

A collection of 3 posts

Predicting Animal Shelter Outcomes

Predicting Animal Shelter Outcomes

I was preparing to give a talk for some important Veteran Advocacy Non-Profits here in DC the other day, and wanted to provide an easy to understand example of machine learning and classification.

Amazon Food Reviews with Keras

Amazon Food Reviews with Keras

I'm teaching myself TensorFlow and Keras. The entire principle of using data flow graphs and deep learning is really fascinating, but it's a learning curve for sure. I've been poking around the MNIST

Amazon Food Reviews, Part V

Amazon Food Reviews, Part V

In this final task, my goal is to predict the Amazon score (1 - 5) based on the reviews - a multiclass text classification problem. This post discusses the use of five pipeline