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Catherine Ordun

Catherine Ordun

PhD Student at UMBC - Healthcare AI and Computer Vision

Faker and Feature Importance

Faker and Feature Importance

I ran into a pretty neat fake name generator that also generates fake addresses in different languages, called Faker: https://pypi.python.org/pypi/Faker. Using Faker, I generated a set of fake data to mock up a scenario of predicting end-of-year employee bonuses for 200 employees based on their

Classifying business documents

Classifying business documents

In a project two years ago, I wrote a basic Naive Bayes classification script, largely from this tutorial [http://scikit-learn.org/stable/tutorial/text_analytics/working_with_text_data.html] off of scikit-learn's site, which was pretty much all that I needed. I typically use a private company

Off my machine learning bucket list - the MNIST Tensorflow Tutorial

Off my machine learning bucket list - the MNIST Tensorflow Tutorial

I'm definitely no where close to a deep learning expert. But, I'm pretty curious and interested to learn more about it and how I could start using it for "everyday" business problems. Decided to get started this morning and delve into the first TensorFlow