(All code, data, results, and a pdf version of this article can be found at the corresponding Github Repository ) Abstract As part of my Bayesian Statistics course at Georgia Tech, I was tasked with performing…
Save the dying gradients!
Tag: Data science
If you google the term “Data augmentation” all of the relevant results will be speaking about data augmentation in computer vision in which you deal with images. But it’s not always the case in data…
Extracting information from free text that is available on the internet is an essential task for many businesses. These include but are not limited to: social media analytics, advertisements, sentiment analysis, question answering, and many…
In the past few years the field of Natural Language Processing has been rigged with new research ideas and new breakthroughs. State of the art scores have been broken on many tasks including Machine Translation,…
The Kaggle competition on Mercedes Benz greener manufacturing has concluded and the private leaderboard has had a huge shake up, people who were in the top #10 for the most part of the competition failed…
Part of why I created this blog is to help myself and others follow our passion of learning and feed our desire for knowledge, keeping this in mind I’d love to have my first post…